Gustavo Deco - Publications

Universitat Pompeu Fabra, Barcelona, Catalunya, Spain 
Computational Neuroscience

343 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Deco G, Sanz Perl Y, de la Fuente L, Sitt JD, Yeo BTT, Tagliazucchi E, Kringelbach ML. The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network. Network Neuroscience (Cambridge, Mass.). 7: 966-998. PMID 37781151 DOI: 10.1162/netn_a_00300  0.332
2023 Chakraborty P, Saha S, Deco G, Banerjee A, Roy D. Structural-and-dynamical similarity predicts compensatory brain areas driving the post-lesion functional recovery mechanism. Cerebral Cortex Communications. 4: tgad012. PMID 37559936 DOI: 10.1093/texcom/tgad012  0.667
2023 Perl YS, Zamora-Lopez G, Montbrió E, Monge-Asensio M, Vohryzek J, Fittipaldi S, Campo CG, Moguilner S, Ibañez A, Tagliazucchi E, Yeo BTT, Kringelbach ML, Deco G. The impact of regional heterogeneity in whole-brain dynamics in the presence of oscillations. Network Neuroscience (Cambridge, Mass.). 7: 632-660. PMID 37397876 DOI: 10.1162/netn_a_00299  0.337
2023 Castaldo F, Páscoa Dos Santos F, Timms RC, Cabral J, Vohryzek J, Deco G, Woolrich M, Friston K, Verschure P, Litvak V. Multi-modal and multi-model interrogation of large-scale functional brain networks. Neuroimage. 277: 120236. PMID 37355200 DOI: 10.1016/j.neuroimage.2023.120236  0.5
2023 Tewarie PKB, Hindriks R, Lai YM, Sotiropoulos SN, Kringelbach M, Deco G. Non-reversibility outperforms functional connectivity in characterisation of brain states in MEG data. Neuroimage. 276: 120186. PMID 37268096 DOI: 10.1016/j.neuroimage.2023.120186  0.31
2023 Schirner M, Deco G, Ritter P. Learning how network structure shapes decision-making for bio-inspired computing. Nature Communications. 14: 2963. PMID 37221168 DOI: 10.1038/s41467-023-38626-y  0.322
2023 Padilla N, Escrichs A, Del Agua E, Kringelbach M, Donaire A, Deco G, Åden U. Disrupted resting-sate brain network dynamics in children born extremely preterm. Cerebral Cortex (New York, N.Y. : 1991). PMID 37083266 DOI: 10.1093/cercor/bhad101  0.306
2023 Clusella P, Deco G, Kringelbach ML, Ruffini G, Garcia-Ojalvo J. Complex spatiotemporal oscillations emerge from transverse instabilities in large-scale brain networks. Plos Computational Biology. 19: e1010781. PMID 37043504 DOI: 10.1371/journal.pcbi.1010781  0.364
2023 Kringelbach ML, Perl YS, Tagliazucchi E, Deco G. Toward naturalistic neuroscience: Mechanisms underlying the flattening of brain hierarchy in movie-watching compared to rest and task. Science Advances. 9: eade6049. PMID 36638163 DOI: 10.1126/sciadv.ade6049  0.301
2022 Vohryzek J, Cabral J, Castaldo F, Sanz-Perl Y, Lord LD, Fernandes HM, Litvak V, Kringelbach ML, Deco G. Dynamic sensitivity analysis: Defining personalised strategies to drive brain state transitions via whole brain modelling. Computational and Structural Biotechnology Journal. 21: 335-345. PMID 36582443 DOI: 10.1016/j.csbj.2022.11.060  0.31
2022 Piccinini J, Deco G, Kringelbach M, Laufs H, Sanz Perl Y, Tagliazucchi E. Data-driven discovery of canonical large-scale brain dynamics. Cerebral Cortex Communications. 3: tgac045. PMID 36479448 DOI: 10.1093/texcom/tgac045  0.305
2022 Tian X, Chen Y, Majka P, Szczupak D, Perl YS, Yen CC, Tong C, Feng F, Jiang H, Glen D, Deco G, Rosa MGP, Silva AC, Liang Z, Liu C. An integrated resource for functional and structural connectivity of the marmoset brain. Nature Communications. 13: 7416. PMID 36456558 DOI: 10.1038/s41467-022-35197-2  0.304
2022 Vila-Vidal M, Khawaja M, Carreño M, Roldán P, Rumià J, Donaire A, Deco G, Tauste Campo A. Assessing the coupling between local neural activity and global connectivity fluctuations: Application to human intracranial electroencephalography during a cognitive task. Human Brain Mapping. PMID 36437716 DOI: 10.1002/hbm.26150  0.305
2022 Sanz Perl Y, Escrichs A, Tagliazucchi E, Kringelbach ML, Deco G. Strength-dependent perturbation of whole-brain model working in different regimes reveals the role of fluctuations in brain dynamics. Plos Computational Biology. 18: e1010662. PMID 36322525 DOI: 10.1371/journal.pcbi.1010662  0.362
2022 Soler-Toscano F, Galadí JA, Escrichs A, Sanz Perl Y, López-González A, Sitt JD, Annen J, Gosseries O, Thibaut A, Panda R, Esteban FJ, Laureys S, Kringelbach ML, Langa JA, Deco G. What lies underneath: Precise classification of brain states using time-dependent topological structure of dynamics. Plos Computational Biology. 18: e1010412. PMID 36067227 DOI: 10.1371/journal.pcbi.1010412  0.315
2022 Escrichs A, Perl YS, Uribe C, Camara E, Türker B, Pyatigorskaya N, López-González A, Pallavicini C, Panda R, Annen J, Gosseries O, Laureys S, Naccache L, Sitt JD, Laufs H, ... ... Deco G, et al. Unifying turbulent dynamics framework distinguishes different brain states. Communications Biology. 5: 638. PMID 35768641 DOI: 10.1038/s42003-022-03576-6  0.313
2022 Deco G, Sanz Perl Y, Bocaccio H, Tagliazucchi E, Kringelbach ML. The INSIDEOUT framework provides precise signatures of the balance of intrinsic and extrinsic dynamics in brain states. Communications Biology. 5: 572. PMID 35688893 DOI: 10.1038/s42003-022-03505-7  0.305
2022 Vohryzek J, Cabral J, Vuust P, Deco G, Kringelbach ML. Understanding brain states across spacetime informed by whole-brain modelling. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 380: 20210247. PMID 35599554 DOI: 10.1098/rsta.2021.0247  0.306
2022 De Filippi E, Escrichs A, Càmara E, Garrido C, Marins T, Sánchez-Fibla M, Gilson M, Deco G. Meditation-induced effects on whole-brain structural and effective connectivity. Brain Structure & Function. PMID 35524072 DOI: 10.1007/s00429-022-02496-9  0.35
2022 Aquino KM, Fulcher B, Oldham S, Parkes L, Gollo L, Deco G, Fornito A. On the intersection between data quality and dynamical modelling of large-scale fMRI signals. Neuroimage. 119051. PMID 35276367 DOI: 10.1016/j.neuroimage.2022.119051  0.308
2022 Schirner M, Kong X, Yeo BTT, Deco G, Ritter P. Dynamic primitives of brain network interaction. Neuroimage. 250: 118928. PMID 35101596 DOI: 10.1016/j.neuroimage.2022.118928  0.36
2021 Naskar A, Vattikonda A, Deco G, Roy D, Banerjee A. Multiscale dynamic mean field (MDMF) model relates resting-state brain dynamics with local cortical excitatory-inhibitory neurotransmitter homeostasis. Network Neuroscience (Cambridge, Mass.). 5: 757-782. PMID 34746626 DOI: 10.1162/netn_a_00197  0.712
2021 Kobeleva X, López-González A, Kringelbach ML, Deco G. Revealing the Relevant Spatiotemporal Scale Underlying Whole-Brain Dynamics. Frontiers in Neuroscience. 15: 715861. PMID 34744605 DOI: 10.3389/fnins.2021.715861  0.311
2021 López-González A, Panda R, Ponce-Alvarez A, Zamora-López G, Escrichs A, Martial C, Thibaut A, Gosseries O, Kringelbach ML, Annen J, Laureys S, Deco G. Loss of consciousness reduces the stability of brain hubs and the heterogeneity of brain dynamics. Communications Biology. 4: 1037. PMID 34489535 DOI: 10.1038/s42003-021-02537-9  0.328
2021 Ponce-Alvarez A, Uhrig L, Deco N, Signorelli CM, Kringelbach ML, Jarraya B, Deco G. Macroscopic Quantities of Collective Brain Activity during Wakefulness and Anesthesia. Cerebral Cortex (New York, N.Y. : 1991). PMID 34231843 DOI: 10.1093/cercor/bhab209  0.345
2021 Wein S, Deco G, Tomé AM, Goldhacker M, Malloni WM, Greenlee MW, Lang EW. Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning. Computational Intelligence and Neuroscience. 2021: 5573740. PMID 34135951 DOI: 10.1155/2021/5573740  0.312
2021 Jancke D, Herlitze S, Kringelbach ML, Deco G. Bridging the gap between single receptor type activity and whole-brain dynamics. The Febs Journal. PMID 33797854 DOI: 10.1111/febs.15855  0.314
2021 Piccinini J, Ipiñna IP, Laufs H, Kringelbach M, Deco G, Sanz Perl Y, Tagliazucchi E. Noise-driven multistability vs deterministic chaos in phenomenological semi-empirical models of whole-brain activity. Chaos (Woodbury, N.Y.). 31: 023127. PMID 33653038 DOI: 10.1063/5.0025543  0.305
2021 Jobst BM, Atasoy S, Ponce-Alvarez A, Sanjuán A, Roseman L, Kaelen M, Carhat-Harris R, Kringelbach ML, Deco G. Increased sensitivity to strong perturbations in a whole-brain model of LSD. Neuroimage. 117809. PMID 33524579 DOI: 10.1016/j.neuroimage.2021.117809  0.349
2020 Signorelli CM, Uhrig L, Kringelbach M, Jarraya B, Deco G. Hierarchical disruption in the cortex of anesthetized monkeys as a new signature of consciousness loss. Neuroimage. 117618. PMID 33307225 DOI: 10.1016/j.neuroimage.2020.117618  0.344
2020 Deco G, Kringelbach ML. Turbulent-like Dynamics in the Human Brain. Cell Reports. 33: 108471. PMID 33296654 DOI: 10.1016/j.celrep.2020.108471  0.316
2020 Hahn G, Zamora-López G, Uhrig L, Tagliazucchi E, Laufs H, Mantini D, Kringelbach M, Jarraya B, Deco G. Signature of Consciousness in Brain-Wide Synchronization Patterns of Monkey and Human fMRI Signals. Neuroimage. 117470. PMID 33137478 DOI: 10.1016/j.neuroimage.2020.117470  0.308
2020 Alonso Martínez S, Deco G, Ter Horst GJ, Cabral J. The Dynamics of Functional Brain Networks Associated With Depressive Symptoms in a Nonclinical Sample. Frontiers in Neural Circuits. 14: 570583. PMID 33071760 DOI: 10.3389/Fncir.2020.570583  0.421
2020 Kringelbach ML, Deco G. Brain States and Transitions: Insights from Computational Neuroscience. Cell Reports. 32: 108128. PMID 32905760 DOI: 10.1016/J.Celrep.2020.108128  0.401
2020 Senden M, Peters J, Röhrbein F, Deco G, Goebel R. Editorial: The Embodied Brain: Computational Mechanisms of Integrated Sensorimotor Interactions With a Dynamic Environment. Frontiers in Computational Neuroscience. 14: 53. PMID 32625074 DOI: 10.3389/Fncom.2020.00053  0.361
2020 Gravel N, Renken RJ, Harvey BM, Deco G, Cornelissen FW, Gilson M. Propagation of BOLD Activity Reveals Task-dependent Directed Interactions Across Human Visual Cortex. Cerebral Cortex (New York, N.Y. : 1991). PMID 32577717 DOI: 10.1093/Cercor/Bhaa165  0.389
2020 Gilson M, Zamora-López G, Pallarés V, Adhikari MH, Senden M, Campo AT, Mantini D, Corbetta M, Deco G, Insabato A. Model-based whole-brain effective connectivity to study distributed cognition in health and disease. Network Neuroscience (Cambridge, Mass.). 4: 338-373. PMID 32537531 DOI: 10.1162/netn_a_00117  0.338
2020 Hallett M, de Haan W, Deco G, Dengler R, Di Iorio R, Gallea C, Gerloff C, Grefkes C, Helmich RC, Kringelbach ML, Miraglia F, Rektor I, Strýček O, Vecchio F, Volz LJ, et al. Human brain connectivity: Clinical applications for clinical neurophysiology. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 131: 1621-1651. PMID 32417703 DOI: 10.1016/J.Clinph.2020.03.031  0.369
2020 Vohryzek J, Deco G, Cessac B, Kringelbach ML, Cabral J. Ghost Attractors in Spontaneous Brain Activity: Recurrent Excursions Into Functionally-Relevant BOLD Phase-Locking States. Frontiers in Systems Neuroscience. 14: 20. PMID 32362815 DOI: 10.3389/Fnsys.2020.00020  0.454
2020 Sahoo B, Pathak A, Deco G, Banerjee A, Roy D. Lifespan associated global patterns of coherent neural communication. Neuroimage. 116824. PMID 32289459 DOI: 10.1016/J.Neuroimage.2020.116824  0.718
2020 Ipiña IP, Kehoe PD, Kringelbach M, Laufs H, Ibañez A, Deco G, Perl YS, Tagliazucchi E. Modeling regional changes in dynamic stability during sleep and wakefulness. Neuroimage. 215: 116833. PMID 32289454 DOI: 10.1016/J.Neuroimage.2020.116833  0.406
2020 Kringelbach ML, Cruzat J, Cabral J, Knudsen GM, Carhart-Harris R, Whybrow PC, Logothetis NK, Deco G. Dynamic coupling of whole-brain neuronal and neurotransmitter systems. Proceedings of the National Academy of Sciences of the United States of America. 117: 9566-9576. PMID 32284420 DOI: 10.1073/Pnas.1921475117  0.412
2020 Ponce-Alvarez A, Mochol G, Hermoso-Mendizabal A, de la Rocha J, Deco G. Cortical state transitions and stimulus response evolve along stiff and sloppy parameter dimensions, respectively. Elife. 9. PMID 32181740 DOI: 10.7554/Elife.53268  0.391
2020 Perl YS, Pallavicini C, Ipiña IP, Kringelbach M, Deco G, Laufs H, Tagliazucchi E. Data augmentation based on dynamical systems for the classification of brain states Chaos, Solitons & Fractals. 139: 110069. DOI: 10.1016/J.Chaos.2020.110069  0.401
2019 Vila-Vidal M, Capouskova K, Atasoy S, Kringelbach ML, Deco G. Uncovering the spatiotemporal scales of common neuro-mental constructs: Comment on "Is temporo-spatial dynamics the 'common currency' of brain and mind? In Quest of 'Spatiotemporal Neuroscience'" by Georg Northoff et al. Physics of Life Reviews. PMID 31706923 DOI: 10.1016/J.Plrev.2019.10.004  0.303
2019 Insabato A, Deco G, Gilson M. Imaging Connectomics and the Understanding of Brain Diseases. Advances in Experimental Medicine and Biology. 1192: 139-158. PMID 31705494 DOI: 10.1007/978-981-32-9721-0_8  0.392
2019 Rolls ET, Zhou Y, Cheng W, Gilson M, Deco G, Feng J. Effective connectivity in autism. Autism Research : Official Journal of the International Society For Autism Research. PMID 31657138 DOI: 10.1002/Aur.2235  0.357
2019 Atasoy S, Deco G, Kringelbach ML. Harmonic waves as the fundamental principle underlying temporo-spatial dynamics of brain and mind: Comment on "Is temporo-spatial dynamics the "common currency" of brain and mind? In Quest of "Spatiotemporal Neuroscience" Georg Northoff et al. Physics of Life Reviews. PMID 31629673 DOI: 10.1016/J.Plrev.2019.10.001  0.344
2019 Fernandes HM, Cabral J, van Hartevelt TJ, Lord LD, Gleesborg C, Møller A, Deco G, Whybrow PC, Petrovic P, James AC, Kringelbach ML. Disrupted brain structural connectivity in Pediatric Bipolar Disorder with psychosis. Scientific Reports. 9: 13638. PMID 31541155 DOI: 10.1038/S41598-019-50093-4  0.403
2019 Padilla N, Saenger VM, van Hartevelt TJ, Fernandes HM, Lennartsson F, Andersson JLR, Kringelbach M, Deco G, Åden U. Breakdown of Whole-brain Dynamics in Preterm-born Children. Cerebral Cortex (New York, N.Y. : 1991). PMID 31504269 DOI: 10.1093/Cercor/Bhz156  0.796
2019 Deco G, Cruzat J, Cabral J, Tagliazucchi E, Laufs H, Logothetis NK, Kringelbach ML. Awakening: Predicting external stimulation to force transitions between different brain states. Proceedings of the National Academy of Sciences of the United States of America. PMID 31427539 DOI: 10.1073/Pnas.1905534116  0.386
2019 Escrichs A, Sanjuán A, Atasoy S, López-González A, Garrido C, Càmara E, Deco G. Characterizing the Dynamical Complexity Underlying Meditation. Frontiers in Systems Neuroscience. 13: 27. PMID 31354439 DOI: 10.3389/Fnsys.2019.00027  0.433
2019 Gilson M, Kouvaris NE, Deco G, Mangin JF, Poupon C, Lefranc S, Rivière D, Zamora-López G. Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability. Neuroimage. 116007. PMID 31306771 DOI: 10.1016/J.Neuroimage.2019.116007  0.472
2019 Hahn G, Skeide MA, Mantini D, Ganzetti M, Destexhe A, Friederici AD, Deco G. A new computational approach to estimate whole-brain effective connectivity from functional and structural MRI, applied to language development. Scientific Reports. 9: 8479. PMID 31186486 DOI: 10.1038/S41598-019-44909-6  0.395
2019 Lord LD, Expert P, Atasoy S, Roseman L, Rapuano K, Lambiotte R, Nutt DJ, Deco G, Carhart-Harris RL, Kringelbach ML, Cabral J. Dynamical exploration of the repertoire of brain networks at rest is modulated by psilocybin. Neuroimage. 199: 127-142. PMID 31132450 DOI: 10.1016/J.Neuroimage.2019.05.060  0.451
2019 Grabenhorst F, Báez-Mendoza R, Genest W, Deco G, Schultz W. Primate Amygdala Neurons Simulate Decision Processes of Social Partners. Cell. PMID 30982599 DOI: 10.1016/J.Cell.2019.02.042  0.324
2019 Malone PS, Eberhardt SP, Wimmer K, Sprouse C, Klein R, Glomb K, Scholl CA, Bokeria L, Cho P, Deco G, Jiang X, Bernstein LE, Riesenhuber M. Neural mechanisms of vibrotactile categorization. Human Brain Mapping. PMID 30920706 DOI: 10.1002/Hbm.24581  0.341
2019 Tauste Campo A, Vázquez Y, Álvarez M, Zainos A, Rossi-Pool R, Deco G, Romo R. Feed-forward information and zero-lag synchronization in the sensory thalamocortical circuit are modulated during stimulus perception. Proceedings of the National Academy of Sciences of the United States of America. PMID 30910974 DOI: 10.1073/Pnas.1819095116  0.304
2019 Donnelly-Kehoe P, Saenger VM, Lisofsky N, Kühn S, Kringelbach ML, Schwarzbach J, Lindenberger U, Deco G. Reliable local dynamics in the brain across sessions are revealed by whole-brain modeling of resting state activity. Human Brain Mapping. PMID 30882961 DOI: 10.1002/Hbm.24572  0.805
2019 Figueroa CA, Cabral J, Mocking RJT, Rapuano KM, van Hartevelt TJ, Deco G, Expert P, Schene AH, Kringelbach ML, Ruhé HG. Altered ability to access a clinically relevant control network in patients remitted from major depressive disorder. Human Brain Mapping. PMID 30864248 DOI: 10.1002/Hbm.24559  0.337
2019 Stevner ABA, Vidaurre D, Cabral J, Rapuano K, Nielsen SFV, Tagliazucchi E, Laufs H, Vuust P, Deco G, Woolrich MW, Van Someren E, Kringelbach ML. Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep. Nature Communications. 10: 1035. PMID 30833560 DOI: 10.1038/S41467-019-08934-3  0.306
2019 Demertzi A, Tagliazucchi E, Dehaene S, Deco G, Barttfeld P, Raimondo F, Martial C, Fernández-Espejo D, Rohaut B, Voss HU, Schiff ND, Owen AM, Laureys S, Naccache L, Sitt JD. Human consciousness is supported by dynamic complex patterns of brain signal coordination. Science Advances. 5: eaat7603. PMID 30775433 DOI: 10.1126/Sciadv.Aat7603  0.396
2019 Deco G, Cruzat J, Kringelbach ML. Brain songs framework used for discovering the relevant timescale of the human brain. Nature Communications. 10: 583. PMID 30718478 DOI: 10.1038/S41467-018-08186-7  0.462
2019 Wang P, Kong R, Kong X, Liégeois R, Orban C, Deco G, van den Heuvel MP, Thomas Yeo BT. Inversion of a large-scale circuit model reveals a cortical hierarchy in the dynamic resting human brain. Science Advances. 5: eaat7854. PMID 30662942 DOI: 10.1126/Sciadv.Aat7854  0.437
2018 Hahn G, Ponce-Alvarez A, Deco G, Aertsen A, Kumar A. Portraits of communication in neuronal networks. Nature Reviews. Neuroscience. PMID 30552403 DOI: 10.1038/S41583-018-0094-0  0.381
2018 Sengupta P, Burgaleta M, Zamora-López G, Basora A, Sanjuán A, Deco G, Sebastian-Galles N. Traces of Statistical Learning in the Brain's Functional Connectivity after Artificial Language Exposure. Neuropsychologia. PMID 30521815 DOI: 10.1016/J.Neuropsychologia.2018.12.001  0.687
2018 Atasoy S, Vohryzek J, Deco G, Carhart-Harris RL, Kringelbach ML. Common neural signatures of psychedelics: Frequency-specific energy changes and repertoire expansion revealed using connectome-harmonic decomposition. Progress in Brain Research. 242: 97-120. PMID 30471684 DOI: 10.1016/Bs.Pbr.2018.08.009  0.389
2018 Ponce-Alvarez A, Jouary A, Privat M, Deco G, Sumbre G. Whole-Brain Neuronal Activity Displays Crackling Noise Dynamics. Neuron. PMID 30449656 DOI: 10.1016/J.Neuron.2018.10.045  0.415
2018 Puig J, Blasco G, Alberich-Bayarri A, Schlaug G, Deco G, Biarnes C, Navas-Martí M, Rivero M, Gich J, Figueras J, Torres C, Daunis-I-Estadella P, Oramas-Requejo CL, Serena J, Stinear CM, et al. Resting-State Functional Connectivity Magnetic Resonance Imaging and Outcome After Acute Stroke. Stroke. 49: 2353-2360. PMID 30355087 DOI: 10.1161/Strokeaha.118.021319  0.305
2018 Deco G, Cruzat J, Cabral J, Knudsen GM, Carhart-Harris RL, Whybrow PC, Logothetis NK, Kringelbach ML. Whole-Brain Multimodal Neuroimaging Model Using Serotonin Receptor Maps Explains Non-linear Functional Effects of LSD. Current Biology : Cb. 28: 3065-3074.e6. PMID 30270185 DOI: 10.1016/J.Cub.2018.07.083  0.418
2018 Surampudi SG, Misra J, Deco G, Surampudi RB, Sharma A, Roy D. Resting state dynamics meets anatomical structure: Temporal multiple kernel learning (tMKL) model. Neuroimage. PMID 30267857 DOI: 10.1016/J.Neuroimage.2018.09.054  0.711
2018 Demirtaş M, Ponce-Alvarez A, Gilson M, Hagmann P, Mantini D, Betti V, Romani GL, Friston K, Corbetta M, Deco G. Distinct modes of functional connectivity induced by movie-watching. Neuroimage. PMID 30237036 DOI: 10.1016/J.Neuroimage.2018.09.042  0.531
2018 Gilson M, Kouvaris NE, Deco G, Zamora-López G. Framework based on communicability and flow to analyze complex network dynamics. Physical Review. E. 97: 052301. PMID 29906867 DOI: 10.1103/Physreve.97.052301  0.369
2018 Hindriks R, Micheli C, Bosman CA, Oostenveld R, Lewis C, Mantini D, Fries P, Deco G. Source-reconstruction of the sensorimotor network from resting-state macaque electrocorticography. Neuroimage. PMID 29886144 DOI: 10.1016/J.Neuroimage.2018.06.010  0.389
2018 Pallarés V, Insabato A, Sanjuán A, Kühn S, Mantini D, Deco G, Gilson M. Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity. Neuroimage. PMID 29753842 DOI: 10.1016/J.Neuroimage.2018.04.070  0.349
2018 Daffertshofer A, Ton R, Pietras B, Kringelbach ML, Deco G. Scale-freeness or partial synchronization in neural mass phase oscillator networks: Pick one of two? Neuroimage. PMID 29625237 DOI: 10.1016/J.Neuroimage.2018.03.070  0.359
2018 Tauste Campo A, Principe A, Ley M, Rocamora R, Deco G. Degenerate time-dependent network dynamics anticipate seizures in human epileptic brain. Plos Biology. 16: e2002580. PMID 29621233 DOI: 10.1371/Journal.Pbio.2002580  0.364
2018 Rolls ET, Cheng W, Gilson M, Qiu J, Hu Z, Ruan H, Li Y, Huang CC, Yang AC, Tsai SJ, Zhang X, Zhuang K, Lin CP, Deco G, Xie P, et al. Effective Connectivity in Depression. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 3: 187-197. PMID 29529414 DOI: 10.1016/J.Bpsc.2017.10.004  0.369
2018 Daffertshofer A, Ton R, Kringelbach ML, Woolrich M, Deco G. Distinct criticality of phase and amplitude dynamics in the resting brain. Neuroimage. PMID 29526743 DOI: 10.1016/J.Neuroimage.2018.03.002  0.37
2018 Cruzat J, Deco G, Campo AT, Principe A, Costa A, Kringelbach ML, Rocamora R. The dynamics of human cognition: Increasing global integration coupled with decreasing segregation found using iEEG. Neuroimage. PMID 29425897 DOI: 10.1016/J.Neuroimage.2018.01.064  0.417
2018 Deco G, Jirsa VK, McIntosh AR. Resting Brains Never Rest: Computational Insights into Potential Cognitive Architectures: (Trends in Neurosciences 36, 268-274, 2013). Trends in Neurosciences. PMID 29317106 DOI: 10.1016/J.Tins.2017.12.007  0.334
2018 Schirner M, McIntosh AR, Jirsa V, Deco G, Ritter P. Inferring multi-scale neural mechanisms with brain network modelling. Elife. 7. PMID 29308767 DOI: 10.7554/Elife.28927  0.452
2018 Bettinardi RG, Deco G, Karlaftis VM, Van Hartevelt TJ, Fernandes HM, Kourtzi Z, Kringelbach ML, Zamora-López G. How structure sculpts function: Unveiling the contribution of anatomical connectivity to the brain's spontaneous correlation structure. Chaos (Woodbury, N.Y.). 27: 047409. PMID 28456160 DOI: 10.1063/1.4980099  0.435
2017 Balaguer-Ballester E, Moreno-Bote R, Deco G, Durstewitz D. Editorial: Metastable Dynamics of Neural Ensembles. Frontiers in Systems Neuroscience. 11: 99. PMID 29472845 DOI: 10.3389/Fnsys.2017.00099  0.337
2017 Glomb K, Ponce-Alvarez A, Gilson M, Ritter P, Deco G. Stereotypical modulations in dynamic functional connectivity explained by changes in BOLD variance. Neuroimage. PMID 29294385 DOI: 10.1016/J.Neuroimage.2017.12.074  0.436
2017 Pannunzi M, Hindriks R, Bettinardi RG, Wenger E, Lisofsky N, Martensson J, Butler O, Filevich E, Becker M, Lochstet M, Lindenberger U, Kühn S, Deco G. Corrigendum to "Resting-state fMRI correlations: From link-wise unreliability to whole brain stability" [NeuroImage 157 (2017 Aug 15) 250-262]. Neuroimage. PMID 29289426 DOI: 10.1016/J.Neuroimage.2017.12.028  0.373
2017 Atasoy S, Roseman L, Kaelen M, Kringelbach ML, Deco G, Carhart-Harris RL. Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD. Scientific Reports. 7: 17661. PMID 29247209 DOI: 10.1038/S41598-017-17546-0  0.405
2017 Deco G, Cabral J, Saenger VM, Boly M, Tagliazucchi E, Laufs H, Van Someren E, Jobst B, Stevner A, Kringelbach ML. Perturbation of whole-brain dynamics in silico reveals mechanistic differences between brain states. Neuroimage. PMID 29225066 DOI: 10.1016/J.Neuroimage.2017.12.009  0.798
2017 Senden M, Reuter N, van den Heuvel MP, Goebel R, Deco G, Gilson M. Task-related effective connectivity reveals that the cortical rich club gates cortex-wide communication. Human Brain Mapping. PMID 29222818 DOI: 10.1002/Hbm.23913  0.387
2017 Gilson M, Deco G, Friston K, Hagmann P, Mantini D, Betti V, Romani GL, Corbetta M. Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions. Neuroimage. PMID 29024792 DOI: 10.1016/J.Neuroimage.2017.09.061  0.574
2017 Saenger VM, Ponce-Alvarez A, Adhikari M, Hagmann P, Deco G, Corbetta M. Linking Entropy at Rest with the Underlying Structural Connectivity in the Healthy and Lesioned Brain. Cerebral Cortex (New York, N.Y. : 1991). 1-11. PMID 28981635 DOI: 10.1093/Cercor/Bhx176  0.781
2017 Deco G, Tagliazucchi E, Laufs H, Sanjuán A, Kringelbach ML. Novel Intrinsic Ignition Method Measuring Local-Global Integration Characterizes Wakefulness and Deep Sleep. Eneuro. 4. PMID 28966977 DOI: 10.1523/ENEURO.0106-17.2017  0.303
2017 Silva Pereira S, Hindriks R, Mühlberg S, Maris E, Van Ede F, Griffa A, Hagmann P, Deco G. Effect of field spread on resting-state MEG functional network analysis: a computational modeling study. Brain Connectivity. PMID 28875718 DOI: 10.1089/Brain.2017.0525  0.361
2017 Keilholz SD, Caballero-Gaudes C, Bandettini P, Deco G, Calhoun VD. Time-resolved resting state fMRI analysis: current status, challenges, and new directions. Brain Connectivity. PMID 28874061 DOI: 10.1089/Brain.2017.0543  0.604
2017 Atasoy S, Deco G, Kringelbach ML, Pearson J. Harmonic Brain Modes: A Unifying Framework for Linking Space and Time in Brain Dynamics. The Neuroscientist : a Review Journal Bringing Neurobiology, Neurology and Psychiatry. 1073858417728032. PMID 28863720 DOI: 10.1177/1073858417728032  0.427
2017 Demirtaş M, Falcon C, Tucholka A, Gispert JD, Molinuevo JL, Deco G. A whole-brain computational modeling approach to explain the alterations in resting-state functional connectivity during progression of Alzheimer's disease. Neuroimage. Clinical. 16: 343-354. PMID 28861336 DOI: 10.1016/J.Nicl.2017.08.006  0.342
2017 Saenger VM, Kahan J, Foltynie T, Friston K, Aziz TZ, Green AL, van Hartevelt TJ, Cabral J, Stevner ABA, Fernandes HM, Mancini L, Thornton J, Yousry T, Limousin P, Zrinzo L, ... ... Deco G, et al. Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease. Scientific Reports. 7: 9882. PMID 28851996 DOI: 10.1038/S41598-017-10003-Y  0.791
2017 Glomb K, Ponce-Alvarez A, Gilson M, Ritter P, Deco G. Resting state networks in empirical and simulated dynamic functional connectivity. Neuroimage. PMID 28782678 DOI: 10.1016/J.Neuroimage.2017.07.065  0.465
2017 Cabral J, Vidaurre D, Marques P, Magalhães R, Silva Moreira P, Miguel Soares J, Deco G, Sousa N, Kringelbach ML. Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest. Scientific Reports. 7: 5135. PMID 28698644 DOI: 10.1038/S41598-017-05425-7  0.342
2017 Deneux T, Masquelier T, Bermudez MA, Masson GS, Deco G, Vanzetta I. Visual stimulation quenches global alpha range activity in awake primate V4: a case study. Neurophotonics. 4: 031222. PMID 28680907 DOI: 10.1117/1.Nph.4.3.031222  0.328
2017 Jobst BM, Hindriks R, Laufs H, Tagliazucchi E, Hahn G, Ponce-Alvarez A, Stevner ABA, Kringelbach ML, Deco G. Increased Stability and Breakdown of Brain Effective Connectivity During Slow-Wave Sleep: Mechanistic Insights from Whole-Brain Computational Modelling. Scientific Reports. 7: 4634. PMID 28680119 DOI: 10.1038/S41598-017-04522-X  0.377
2017 Pannunzi M, Hindriks R, Bettinardi RG, Wenger E, Lisofsky N, Martensson J, Butler O, Filevich E, Becker M, Lochstet M, Kühn S, Deco G. Resting-state fMRI correlations: from link-wise unreliability to whole brain stability. Neuroimage. PMID 28599964 DOI: 10.1016/J.Neuroimage.2017.06.006  0.352
2017 Deco G, Kringelbach ML, Jirsa VK, Ritter P. The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core. Scientific Reports. 7: 3095. PMID 28596608 DOI: 10.1038/S41598-017-03073-5  0.468
2017 Deco G, Kringelbach ML. Hierarchy of Information Processing in the Brain: A Novel 'Intrinsic Ignition' Framework. Neuron. 94: 961-968. PMID 28595052 DOI: 10.1016/J.Neuron.2017.03.028  0.44
2017 Hahn G, Ponce-Alvarez A, Monier C, Benvenuti G, Kumar A, Chavane F, Deco G, Frégnac Y. Spontaneous cortical activity is transiently poised close to criticality. Plos Computational Biology. 13: e1005543. PMID 28542191 DOI: 10.1371/Journal.Pcbi.1005543  0.385
2017 Lord LD, Stevner AB, Deco G, Kringelbach ML. Understanding principles of integration and segregation using whole-brain computational connectomics: implications for neuropsychiatric disorders. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 375. PMID 28507228 DOI: 10.1098/Rsta.2016.0283  0.414
2017 Naik S, Banerjee A, Bapi RS, Deco G, Roy D. Metastability in Senescence. Trends in Cognitive Sciences. PMID 28499740 DOI: 10.1016/J.Tics.2017.04.007  0.698
2017 Cabral J, Kringelbach M, Deco G. Functional Connectivity dynamically evolves on multiple time-scales over a static Structural Connectome: Models and Mechanisms. Neuroimage. PMID 28343985 DOI: 10.1016/J.Neuroimage.2017.03.045  0.441
2017 Adhikari MH, Hacker CD, Siegel JS, Griffa A, Hagmann P, Deco G, Corbetta M. Decreased integration and information capacity in stroke measured by whole brain models of resting state activity. Brain : a Journal of Neurology. PMID 28334882 DOI: 10.1093/Brain/Awx021  0.441
2017 Deco G, Cabral J, Woolrich MW, Stevner AB, van Hartevelt TJ, Kringelbach ML. Single or Multi-Frequency Generators in on-going brain activity: a mechanistic whole-brain model of empirical MEG data. Neuroimage. PMID 28315461 DOI: 10.1016/J.Neuroimage.2017.03.023  0.407
2017 Insabato A, Pannunzi M, Deco G. Multiple Choice Neurodynamical Model of the Uncertain Option Task. Plos Computational Biology. 13: e1005250. PMID 28076355 DOI: 10.1371/Journal.Pcbi.1005250  0.386
2017 Senden M, Reuter N, van den Heuvel MP, Goebel R, Deco G. Cortical rich club regions can organize state-dependent functional network formation by engaging in oscillatory behavior. Neuroimage. 146: 561-574. PMID 27989843 DOI: 10.1016/J.Neuroimage.2016.10.044  0.461
2017 Rubchinsky LL, Ahn S, Klijn W, Cumming B, Yates S, Karakasis V, Peyser A, Woodman M, Diaz-Pier S, Deraeve J, Vassena E, Alexander W, Beeman D, Kudela P, Boatman-Reich D, ... ... Deco G, et al. 26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2 Bmc Neuroscience. 18. DOI: 10.1186/S12868-017-0371-2  0.727
2016 Zamora-López G, Chen Y, Deco G, Kringelbach ML, Zhou C. Functional complexity emerging from anatomical constraints in the brain: the significance of network modularity and rich-clubs. Scientific Reports. 6: 38424. PMID 27917958 DOI: 10.1038/Srep38424  0.444
2016 Córdova-Palomera A, Tornador C, Falcón C, Bargalló N, Brambilla P, Crespo-Facorro B, Deco G, Fañanás L. Environmental factors linked to depression vulnerability are associated with altered cerebellar resting-state synchronization. Scientific Reports. 6: 37384. PMID 27892484 DOI: 10.1038/Srep37384  0.357
2016 Lord LD, Expert P, Fernandes HM, Petri G, Van Hartevelt TJ, Vaccarino F, Deco G, Turkheimer F, Kringelbach ML. Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks. Frontiers in Systems Neuroscience. 10: 85. PMID 27877115 DOI: 10.3389/Fnsys.2016.00085  0.424
2016 Deco G, Van Hartevelt TJ, Fernandes HM, Stevner A, Kringelbach ML. The most relevant human brain regions for functional connectivity: Evidence for a dynamical workspace of binding nodes from whole-brain computational modelling. Neuroimage. PMID 27825955 DOI: 10.1016/J.Neuroimage.2016.10.047  0.411
2016 Sharpee TO, Destexhe A, Kawato M, Sekulić V, Skinner FK, Wójcik DK, Chintaluri C, Cserpán D, Somogyvári Z, Kim JK, Kilpatrick ZP, Bennett MR, Josić K, Elices I, Arroyo D, ... ... Deco G, et al. 25th Annual Computational Neuroscience Meeting: CNS-2016 Bmc Neuroscience. 17: 54. PMID 27534393 DOI: 10.1186/S12868-016-0283-6  0.355
2016 Rolls ET, Deco G. Non-reward neural mechanisms in the orbitofrontal cortex. Cortex; a Journal Devoted to the Study of the Nervous System and Behavior. 83: 27-38. PMID 27474915 DOI: 10.1016/J.Cortex.2016.06.023  0.328
2016 van der Togt C, Stănişor L, Pooresmaeili A, Albantakis L, Deco G, Roelfsema PR. Learning a New Selection Rule in Visual and Frontal Cortex. Cerebral Cortex (New York, N.Y. : 1991). PMID 27269960 DOI: 10.1093/Cercor/Bhw155  0.727
2016 Vattikonda A, Raju SB, Banerjee A, Deco G, Roy D. Does the regulation of local excitation-inhibition balance aid in recovery of functional connectivity? A computational account. Neuroimage. PMID 27177761 DOI: 10.1016/J.Neuroimage.2016.05.002  0.725
2016 Deco G, Kringelbach M. Erratum: Metastability and Coherence: Extending the Communication through Coherence Hypothesis Using a Whole-Brain Computational Perspective: [Trends in Neurosciences 39 (3), 125-135]. Trends in Neurosciences. PMID 27131472 DOI: 10.1016/J.Tins.2016.04.006  0.336
2016 Hindriks R, Adhikari MH, Murayama Y, Ganzetti M, Mantini D, Logothetis NK, Deco G. Corrigendum to "Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI?" [NeuroImage 127 (2016) 242-256]. Neuroimage. 132: 115. PMID 27131042 DOI: 10.1016/J.Neuroimage.2016.02.007  0.362
2016 Demirtaş M, Tornador C, Falcón C, López-Solà M, Hernández-Ribas R, Pujol J, Menchón JM, Ritter P, Cardoner N, Soriano-Mas C, Deco G. Dynamic functional connectivity reveals altered variability in functional connectivity among patients with major depressive disorder. Human Brain Mapping. PMID 27120982 DOI: 10.1002/Hbm.23215  0.403
2016 Gilson M, Moreno-Bote R, Ponce-Alvarez A, Ritter P, Deco G. Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome. Plos Computational Biology. 12: e1004762. PMID 26982185 DOI: 10.1371/Journal.Pcbi.1004762  0.431
2016 Batalle D, Muñoz-Moreno E, Tornador C, Bargallo N, Deco G, Eixarch E, Gratacos E. Altered resting-state whole-brain functional networks of neonates with intrauterine growth restriction. Cortex; a Journal Devoted to the Study of the Nervous System and Behavior. 77: 119-131. PMID 26927726 DOI: 10.1016/J.Cortex.2016.01.012  0.435
2016 Paz L, Insabato A, Zylberberg A, Deco G, Sigman M. Confidence through consensus: a neural mechanism for uncertainty monitoring. Scientific Reports. 6: 21830. PMID 26907162 DOI: 10.1038/Srep21830  0.393
2016 Kaplan R, Adhikari MH, Hindriks R, Mantini D, Murayama Y, Logothetis NK, Deco G. Hippocampal Sharp-Wave Ripples Influence Selective Activation of the Default Mode Network. Current Biology : Cb. PMID 26898464 DOI: 10.1016/J.Cub.2016.01.017  0.59
2016 Deco G, Kringelbach ML. Metastability and Coherence: Extending the Communication through Coherence Hypothesis Using A Whole-Brain Computational Perspective. Trends in Neurosciences. PMID 26833259 DOI: 10.1016/J.Tins.2016.01.001  0.383
2015 Hindriks R, Adhikari MH, Murayama Y, Ganzetti M, Mantini D, Logothetis NK, Deco G. Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI? Neuroimage. PMID 26631813 DOI: 10.1016/J.Neuroimage.2015.11.055  0.36
2015 Gigante G, Deco G, Marom S, Del Giudice P. Network Events on Multiple Space and Time Scales in Cultured Neural Networks and in a Stochastic Rate Model. Plos Computational Biology. 11: e1004547. PMID 26558616 DOI: 10.1371/Journal.Pcbi.1004547  0.399
2015 Martinez-Garcia M, Insabato A, Pannunzi M, Pardo-Vazquez JL, Acuña C, Deco G. The Encoding of Decision Difficulty and Movement Time in the Primate Premotor Cortex. Plos Computational Biology. 11: e1004502. PMID 26556807 DOI: 10.1371/Journal.Pcbi.1004502  0.379
2015 Kringelbach ML, McIntosh AR, Ritter P, Jirsa VK, Deco G. The Rediscovery of Slowness: Exploring the Timing of Cognition. Trends in Cognitive Sciences. 19: 616-28. PMID 26412099 DOI: 10.1016/J.Tics.2015.07.011  0.414
2015 Ponce-Alvarez A, He BJ, Hagmann P, Deco G. Task-Driven Activity Reduces the Cortical Activity Space of the Brain: Experiment and Whole-Brain Modeling. Plos Computational Biology. 11: e1004445. PMID 26317432 DOI: 10.1371/Journal.Pcbi.1004445  0.468
2015 van Hartevelt TJ, Cabral J, Møller A, FitzGerald JJ, Green AL, Aziz TZ, Deco G, Kringelbach ML. Evidence from a rare case study for Hebbian-like changes in structural connectivity induced by long-term deep brain stimulation. Frontiers in Behavioral Neuroscience. 9: 167. PMID 26175675 DOI: 10.3389/Fnbeh.2015.00167  0.375
2015 Córdova-Palomera A, Tornador C, Falcón C, Bargalló N, Nenadic I, Deco G, Fañanás L. Altered amygdalar resting-state connectivity in depression is explained by both genes and environment. Human Brain Mapping. 36: 3761-76. PMID 26096943 DOI: 10.1002/Hbm.22876  0.343
2015 Deco G, Tononi G, Boly M, Kringelbach ML. Rethinking segregation and integration: contributions of whole-brain modelling. Nature Reviews. Neuroscience. 16: 430-9. PMID 26081790 DOI: 10.1038/Nrn3963  0.601
2015 Adhikari MH, Raja Beharelle A, Griffa A, Hagmann P, Solodkin A, McIntosh AR, Small SL, Deco G. Computational Modeling of Resting-State Activity Demonstrates Markers of Normalcy in Children with Prenatal or Perinatal Stroke. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 8914-24. PMID 26063923 DOI: 10.1523/Jneurosci.4560-14.2015  0.399
2015 Tauste Campo A, Martinez-Garcia M, Nácher V, Luna R, Romo R, Deco G. Task-driven intra- and interarea communications in primate cerebral cortex. Proceedings of the National Academy of Sciences of the United States of America. 112: 4761-6. PMID 25825731 DOI: 10.1073/Pnas.1503937112  0.352
2015 Bettinardi RG, Tort-Colet N, Ruiz-Mejias M, Sanchez-Vives MV, Deco G. Gradual emergence of spontaneous correlated brain activity during fading of general anesthesia in rats: Evidences from fMRI and local field potentials. Neuroimage. 114: 185-98. PMID 25804643 DOI: 10.1016/J.Neuroimage.2015.03.037  0.44
2015 Arsiwalla XD, Zucca R, Betella A, Martinez E, Dalmazzo D, Omedas P, Deco G, Verschure PF. Network dynamics with BrainX(3): a large-scale simulation of the human brain network with real-time interaction. Frontiers in Neuroinformatics. 9: 02. PMID 25759649 DOI: 10.3389/Fninf.2015.00002  0.449
2015 Ponce-Alvarez A, Deco G, Hagmann P, Romani GL, Mantini D, Corbetta M. Resting-state temporal synchronization networks emerge from connectivity topology and heterogeneity. Plos Computational Biology. 11: e1004100. PMID 25692996 DOI: 10.1371/Journal.Pcbi.1004100  0.466
2015 Rolls ET, Deco G. Stochastic cortical neurodynamics underlying the memory and cognitive changes in aging. Neurobiology of Learning and Memory. 118: 150-61. PMID 25536108 DOI: 10.1016/J.Nlm.2014.12.003  0.331
2015 Pannunzi M, Pérez-Bellido A, Pereda-Baños A, López-Moliner J, Deco G, Soto-Faraco S. Deconstructing multisensory enhancement in detection. Journal of Neurophysiology. 113: 1800-18. PMID 25520431 DOI: 10.1152/Jn.00341.2014  0.318
2015 Hansen EC, Battaglia D, Spiegler A, Deco G, Jirsa VK. Functional connectivity dynamics: modeling the switching behavior of the resting state. Neuroimage. 105: 525-35. PMID 25462790 DOI: 10.1016/J.Neuroimage.2014.11.001  0.445
2015 Gilson M, Moreno-Bote R, Ponce-Alvarez A, Ritter P, Deco G. Dynamic model of whole cortex reveals disassortative hub structure in the intracortical connectome Bmc Neuroscience. 16: P57. DOI: 10.1186/1471-2202-16-S1-P57  0.429
2015 Deco G. The dynamics of resting fluctuations in the brain Bmc Neuroscience. 16. DOI: 10.1186/1471-2202-16-S1-A2  0.451
2015 Fernandes HM, Van Hartevelt TJ, Boccard SGJ, Owen SLF, Cabral J, Deco G, Green AL, Fitzgerald JJ, Aziz TZ, Kringelbach ML. Novel fingerprinting method characterises the necessary and sufficient structural connectivity from deep brain stimulation electrodes for a successful outcome New Journal of Physics. 17. DOI: 10.1088/1367-2630/17/1/015001  0.383
2014 Deco G, Kringelbach ML. Great expectations: using whole-brain computational connectomics for understanding neuropsychiatric disorders. Neuron. 84: 892-905. PMID 25475184 DOI: 10.1016/J.Neuron.2014.08.034  0.434
2014 Rolls ET, Deco G. Networks for memory, perception, and decision-making, and beyond to how the syntax for language might be implemented in the brain. Brain Research. PMID 25239476 DOI: 10.1016/J.Brainres.2014.09.021  0.402
2014 Roy D, Sigala R, Breakspear M, McIntosh AR, Jirsa VK, Deco G, Ritter P. Using the virtual brain to reveal the role of oscillations and plasticity in shaping brain's dynamical landscape. Brain Connectivity. 4: 791-811. PMID 25131838 DOI: 10.1089/Brain.2014.0252  0.736
2014 Ton R, Deco G, Daffertshofer A. Structure-function discrepancy: inhomogeneity and delays in synchronized neural networks. Plos Computational Biology. 10: e1003736. PMID 25078715 DOI: 10.1371/Journal.Pcbi.1003736  0.355
2014 Deco G, McIntosh AR, Shen K, Hutchison RM, Menon RS, Everling S, Hagmann P, Jirsa VK. Identification of optimal structural connectivity using functional connectivity and neural modeling. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 7910-6. PMID 24899713 DOI: 10.1523/Jneurosci.4423-13.2014  0.401
2014 Deco G, Ponce-Alvarez A, Hagmann P, Romani GL, Mantini D, Corbetta M. How local excitation-inhibition ratio impacts the whole brain dynamics. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 7886-98. PMID 24899711 DOI: 10.1523/Jneurosci.5068-13.2014  0.457
2014 Roland PE, Hilgetag CC, Deco G. Tracing evolution of spatio-temporal dynamics of the cerebral cortex: cortico-cortical communication dynamics. Frontiers in Systems Neuroscience. 8: 76. PMID 24847221 DOI: 10.3389/Fnsys.2014.00076  0.37
2014 Roland PE, Hilgetag CC, Deco G. Cortico-cortical communication dynamics. Frontiers in Systems Neuroscience. 8: 19. PMID 24847217 DOI: 10.3389/Fnsys.2014.00019  0.383
2014 Insabato A, Dempere-Marco L, Pannunzi M, Deco G, Romo R. The influence of spatiotemporal structure of noisy stimuli in decision making. Plos Computational Biology. 10: e1003492. PMID 24743140 DOI: 10.1371/Journal.Pcbi.1003492  0.365
2014 Senden M, Deco G, de Reus MA, Goebel R, van den Heuvel MP. Rich club organization supports a diverse set of functional network configurations. Neuroimage. 96: 174-82. PMID 24699017 DOI: 10.1016/J.Neuroimage.2014.03.066  0.439
2014 van Hartevelt TJ, Cabral J, Deco G, Møller A, Green AL, Aziz TZ, Kringelbach ML. Neural plasticity in human brain connectivity: the effects of long term deep brain stimulation of the subthalamic nucleus in Parkinson's disease. Plos One. 9: e86496. PMID 24466120 DOI: 10.1371/Journal.Pone.0086496  0.403
2014 Cabral J, Kringelbach ML, Deco G. Exploring the network dynamics underlying brain activity during rest. Progress in Neurobiology. 114: 102-31. PMID 24389385 DOI: 10.1016/J.Pneurobio.2013.12.005  0.47
2014 Cabral J, Luckhoo H, Woolrich M, Joensson M, Mohseni H, Baker A, Kringelbach ML, Deco G. Exploring mechanisms of spontaneous functional connectivity in MEG: how delayed network interactions lead to structured amplitude envelopes of band-pass filtered oscillations. Neuroimage. 90: 423-35. PMID 24321555 DOI: 10.1016/J.Neuroimage.2013.11.047  0.424
2014 Nakagawa TT, Woolrich M, Luckhoo H, Joensson M, Mohseni H, Kringelbach ML, Jirsa V, Deco G. How delays matter in an oscillatory whole-brain spiking-neuron network model for MEG alpha-rhythms at rest. Neuroimage. 87: 383-94. PMID 24246492 DOI: 10.1016/J.Neuroimage.2013.11.009  0.478
2014 Santamaría-García H, Pannunzi M, Ayneto A, Deco G, Sebastián-Gallés N. 'If you are good, I get better': the role of social hierarchy in perceptual decision-making. Social Cognitive and Affective Neuroscience. 9: 1489-97. PMID 23946003 DOI: 10.1093/Scan/Nst133  0.637
2014 Deco G, Hagmann P, Hudetz AG, Tononi G. Modeling resting-state functional networks when the cortex falls asleep: local and global changes. Cerebral Cortex (New York, N.Y. : 1991). 24: 3180-94. PMID 23845770 DOI: 10.1093/Cercor/Bht176  0.542
2014 Gilson M, Ponce-Alvarez A, Deco G. Role of external stimulation in shaping evoked activity in a macroscopic model of cortex Bmc Neuroscience. 15. DOI: 10.1186/1471-2202-15-S1-P175  0.442
2014 Campo AT, Martinez-Garcia M, Nácher V, Deco G, Romo R. Causal correlation paths across cortical areas in decision making Bmc Neuroscience. 15. DOI: 10.1186/1471-2202-15-S1-O7  0.307
2014 Friston K, Breakspear M, Deco G. Critical Slowing and Perception Criticality in Neural Systems. 191-226. DOI: 10.1002/9783527651009.ch9  0.305
2013 Cabral J, Fernandes HM, Van Hartevelt TJ, James AC, Kringelbach ML, Deco G. Structural connectivity in schizophrenia and its impact on the dynamics of spontaneous functional networks. Chaos (Woodbury, N.Y.). 23: 046111. PMID 24387590 DOI: 10.1063/1.4851117  0.404
2013 Carrillo JA, Cordier S, Deco G, Mancini S. Complexity reduction of rate-equations models for two-choice decision-making. Plos One. 8: e80820. PMID 24339885 DOI: 10.1371/Journal.Pone.0080820  0.329
2013 Masquelier T, Deco G. Network bursting dynamics in excitatory cortical neuron cultures results from the combination of different adaptive mechanisms. Plos One. 8: e75824. PMID 24146781 DOI: 10.1371/Journal.Pone.0075824  0.384
2013 Nácher V, Ledberg A, Deco G, Romo R. Coherent delta-band oscillations between cortical areas correlate with decision making. Proceedings of the National Academy of Sciences of the United States of America. 110: 15085-90. PMID 23980180 DOI: 10.1073/Pnas.1314681110  0.349
2013 Abolafia JM, Martinez-Garcia M, Deco G, Sanchez-Vives MV. Variability and information content in auditory cortex spike trains during an interval-discrimination task. Journal of Neurophysiology. 110: 2163-74. PMID 23945780 DOI: 10.1152/Jn.00381.2013  0.343
2013 Ponce-Alvarez A, Thiele A, Albright TD, Stoner GR, Deco G. Stimulus-dependent variability and noise correlations in cortical MT neurons. Proceedings of the National Academy of Sciences of the United States of America. 110: 13162-7. PMID 23878209 DOI: 10.1073/Pnas.1300098110  0.352
2013 Deco G, Ponce-Alvarez A, Mantini D, Romani GL, Hagmann P, Corbetta M. Resting-state functional connectivity emerges from structurally and dynamically shaped slow linear fluctuations. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 11239-52. PMID 23825427 DOI: 10.1523/Jneurosci.1091-13.2013  0.46
2013 Ventura-Campos N, Sanjuán A, González J, Palomar-García MÁ, Rodríguez-Pujadas A, Sebastián-Gallés N, Deco G, Ávila C. Spontaneous brain activity predicts learning ability of foreign sounds. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 9295-305. PMID 23719798 DOI: 10.1523/Jneurosci.4655-12.2013  0.394
2013 Nakagawa TT, Jirsa VK, Spiegler A, McIntosh AR, Deco G. Bottom up modeling of the connectome: linking structure and function in the resting brain and their changes in aging. Neuroimage. 80: 318-29. PMID 23629050 DOI: 10.1016/J.Neuroimage.2013.04.055  0.465
2013 Marcos E, Pani P, Brunamonti E, Deco G, Ferraina S, Verschure P. Neural variability in premotor cortex is modulated by trial history and predicts behavioral performance. Neuron. 78: 249-55. PMID 23622062 DOI: 10.1016/J.Neuron.2013.02.006  0.362
2013 Rolls ET, Dempere-Marco L, Deco G. Holding multiple items in short term memory: a neural mechanism. Plos One. 8: e61078. PMID 23613789 DOI: 10.1371/Journal.Pone.0061078  0.324
2013 Deco G, Jirsa VK, McIntosh AR. Resting brains never rest: computational insights into potential cognitive architectures. Trends in Neurosciences. 36: 268-74. PMID 23561718 DOI: 10.1016/J.Tins.2013.03.001  0.443
2013 Pastukhov A, García-Rodríguez PE, Haenicke J, Guillamon A, Deco G, Braun J. Multi-stable perception balances stability and sensitivity. Frontiers in Computational Neuroscience. 7: 17. PMID 23518509 DOI: 10.3389/Fncom.2013.00017  0.359
2013 Panagiotaropoulos TI, Kapoor V, Logothetis NK, Deco G. A common neurodynamical mechanism could mediate externally induced and intrinsically generated transitions in visual awareness. Plos One. 8: e53833. PMID 23349748 DOI: 10.1371/Journal.Pone.0053833  0.381
2013 Deco G, Rolls ET, Albantakis L, Romo R. Brain mechanisms for perceptual and reward-related decision-making. Progress in Neurobiology. 103: 194-213. PMID 22326926 DOI: 10.1016/J.Pneurobio.2012.01.010  0.76
2013 Nakagawa TT, Luckhoo H, Woolrich M, Joensson M, Mohseni H, Kringelbach M, Jirsa V, Deco G. Modeling Alpha-Band Functional Connectivity for MEG Resting State Data: Oscillations and Delays in a Spiking Neuron Model Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P99  0.409
2013 Hindriks R, Woolrich M, Kringelbach M, Luckhoo H, Joensson M, Mohseni H, Deco G. Role of anatomical pathways in shaping posterior alpha oscillations in the resting human brain Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P98  0.359
2013 Ton R, Deco G, Daffertshofer A. The effects of time delays on synchronization properties in a network of neural mass models Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P78  0.393
2013 Hugues E, de Brito CSN, Gerstner W, Romo R, Deco G. A model of perceptual discrimination under sequential sensory evidence Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P102  0.382
2013 Adhikari MH, Griffa A, Hagmann P, Corbetta M, Deco G. Mathematical modeling for resting state functional connectivity of cortical and sub-cortical networks Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P101  0.358
2013 Cabral J, Fernandes H, Van Hartevelt T, James A, Kringelbach ML, Deco G. Disrupted connectivity in schizophrenia: modelling the impact of structural connectivity changes on the dynamics of spontaneous functional networks Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P100  0.435
2012 Gerstner W, Sprekeler H, Deco G. Theory and simulation in neuroscience. Science (New York, N.Y.). 338: 60-5. PMID 23042882 DOI: 10.1126/Science.1227356  0.302
2012 Deco G, Senden M, Jirsa V. How anatomy shapes dynamics: a semi-analytical study of the brain at rest by a simple spin model. Frontiers in Computational Neuroscience. 6: 68. PMID 23024632 DOI: 10.3389/Fncom.2012.00068  0.451
2012 Benita JM, Guillamon A, Deco G, Sanchez-Vives MV. Synaptic depression and slow oscillatory activity in a biophysical network model of the cerebral cortex. Frontiers in Computational Neuroscience. 6: 64. PMID 22973221 DOI: 10.3389/Fncom.2012.00064  0.363
2012 Pannunzi M, Gigante G, Mattia M, Deco G, Fusi S, Del Giudice P. Learning selective top-down control enhances performance in a visual categorization task. Journal of Neurophysiology. 108: 3124-37. PMID 22972954 DOI: 10.1152/Jn.00208.2012  0.375
2012 Albantakis L, Branzi FM, Costa A, Deco G. A multiple-choice task with changes of mind. Plos One. 7: e43131. PMID 22916216 DOI: 10.1371/Journal.Pone.0043131  0.727
2012 Friston K, Breakspear M, Deco G. Perception and self-organized instability. Frontiers in Computational Neuroscience. 6: 44. PMID 22783185 DOI: 10.3389/Fncom.2012.00044  0.473
2012 Rolls ET, Webb TJ, Deco G. Communication before coherence. The European Journal of Neuroscience. 36: 2689-709. PMID 22779805 DOI: 10.1111/J.1460-9568.2012.08188.X  0.629
2012 Cabral J, Hugues E, Kringelbach ML, Deco G. Modeling the outcome of structural disconnection on resting-state functional connectivity. Neuroimage. 62: 1342-53. PMID 22705375 DOI: 10.1016/J.Neuroimage.2012.06.007  0.43
2012 Panagiotaropoulos TI, Deco G, Kapoor V, Logothetis NK. Neuronal discharges and gamma oscillations explicitly reflect visual consciousness in the lateral prefrontal cortex. Neuron. 74: 924-35. PMID 22681695 DOI: 10.1016/J.Neuron.2012.04.013  0.341
2012 Cabral J, Kringelbach ML, Deco G. Functional graph alterations in schizophrenia: a result from a global anatomic decoupling? Pharmacopsychiatry. 45: S57-64. PMID 22565236 DOI: 10.1055/S-0032-1309001  0.321
2012 Deco G, Hugues E. Neural network mechanisms underlying stimulus driven variability reduction. Plos Computational Biology. 8: e1002395. PMID 22479168 DOI: 10.1371/Journal.Pcbi.1002395  0.418
2012 Deco G, Jirsa VK. Ongoing cortical activity at rest: criticality, multistability, and ghost attractors. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 3366-75. PMID 22399758 DOI: 10.1523/Jneurosci.2523-11.2012  0.481
2012 Senden M, Goebel R, Deco G. Structural connectivity allows for multi-threading during rest: the structure of the cortex leads to efficient alternation between resting state exploratory behavior and default mode processing. Neuroimage. 60: 2274-84. PMID 22394674 DOI: 10.1016/J.Neuroimage.2012.02.061  0.419
2012 Deco G, Hugues E. Balanced input allows optimal encoding in a stochastic binary neural network model: an analytical study. Plos One. 7: e30723. PMID 22359550 DOI: 10.1371/Journal.Pone.0030723  0.4
2011 Stemme A, Deco G, Lang EW. Perceptual learning with perceptions. Cognitive Neurodynamics. 5: 31-43. PMID 22379494 DOI: 10.1007/S11571-010-9134-9  0.325
2011 Theodoni P, Panagiotaropoulos TI, Kapoor V, Logothetis NK, Deco G. Cortical microcircuit dynamics mediating binocular rivalry: the role of adaptation in inhibition. Frontiers in Human Neuroscience. 5: 145. PMID 22164140 DOI: 10.3389/Fnhum.2011.00145  0.797
2011 Abolafia JM, Martinez-Garcia M, Deco G, Sanchez-Vives MV. Slow Modulation of Ongoing Discharge in the Auditory Cortex during an Interval-Discrimination Task. Frontiers in Integrative Neuroscience. 5: 60. PMID 22022308 DOI: 10.3389/Fnint.2011.00060  0.338
2011 Webb TJ, Rolls ET, Deco G, Feng J. Noise in attractor networks in the brain produced by graded firing rate representations. Plos One. 6: e23630. PMID 21931607 DOI: 10.1371/Journal.Pone.0023630  0.642
2011 Masquelier T, Albantakis L, Deco G. The timing of vision - how neural processing links to different temporal dynamics. Frontiers in Psychology. 2: 151. PMID 21747774 DOI: 10.3389/Fpsyg.2011.00151  0.75
2011 Albantakis L, Deco G. Changes of mind in an attractor network of decision-making. Plos Computational Biology. 7: e1002086. PMID 21731482 DOI: 10.1371/Journal.Pcbi.1002086  0.764
2011 Martínez-García M, Rolls ET, Deco G, Romo R. Neural and computational mechanisms of postponed decisions. Proceedings of the National Academy of Sciences of the United States of America. 108: 11626-31. PMID 21709222 DOI: 10.1073/Pnas.1108137108  0.361
2011 Deco G, Thiele A. Cholinergic control of cortical network interactions enables feedback-mediated attentional modulation. The European Journal of Neuroscience. 34: 146-57. PMID 21692884 DOI: 10.1111/J.1460-9568.2011.07749.X  0.345
2011 Cabral J, Hugues E, Sporns O, Deco G. Role of local network oscillations in resting-state functional connectivity. Neuroimage. 57: 130-9. PMID 21511044 DOI: 10.1016/J.Neuroimage.2011.04.010  0.46
2011 Rolls ET, Deco G. Prediction of Decisions from Noise in the Brain before the Evidence is Provided. Frontiers in Neuroscience. 5: 33. PMID 21441998 DOI: 10.3389/Fnins.2011.00033  0.322
2011 Deco G, Buehlmann A, Masquelier T, Hugues E. The role of rhythmic neural synchronization in rest and task conditions. Frontiers in Human Neuroscience. 5: 4. PMID 21326617 DOI: 10.3389/Fnhum.2011.00004  0.439
2011 Mavritsaki E, Heinke D, Allen H, Deco G, Humphreys GW. Bridging the gap between physiology and behavior: evidence from the sSoTS model of human visual attention. Psychological Review. 118: 3-41. PMID 21244184 DOI: 10.1037/A0021868  0.427
2011 Theodoni P, Kovács G, Greenlee MW, Deco G. Neuronal adaptation effects in decision making. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 234-46. PMID 21209209 DOI: 10.1523/Jneurosci.2757-10.2011  0.791
2011 Deco G, Corbetta M. The dynamical balance of the brain at rest. The Neuroscientist : a Review Journal Bringing Neurobiology, Neurology and Psychiatry. 17: 107-23. PMID 21196530 DOI: 10.1177/1073858409354384  0.445
2011 Deco G, Jirsa VK, McIntosh AR. Emerging concepts for the dynamical organization of resting-state activity in the brain. Nature Reviews. Neuroscience. 12: 43-56. PMID 21170073 DOI: 10.1038/Nrn2961  0.453
2011 Rolls ET, Deco G. A computational neuroscience approach to schizophrenia and its onset. Neuroscience and Biobehavioral Reviews. 35: 1644-53. PMID 20851143 DOI: 10.1016/J.Neubiorev.2010.09.001  0.325
2011 Larsson JP, Montbrió E, Deco G. A biophysically detailed model of the primary auditory cortex explains physiological forward masking, co-tuning of excitation and inhibition and cortical signal amplification Bmc Neuroscience. 12. DOI: 10.1186/1471-2202-12-S1-P66  0.301
2011 Insabato A, Pannunzi M, Deco G. Neurodynamical model of confidence decision-making in LIP Bmc Neuroscience. 12. DOI: 10.1186/1471-2202-12-S1-P65  0.392
2011 Cabral J, Hugues E, Deco G. Simulated functional networks in health and schizophrenia: a graph theoretical approach Bmc Neuroscience. 12. DOI: 10.1186/1471-2202-12-S1-P63  0.348
2011 Pannunzi M, Pereda Banos A, Perez Bellido A, Soto-Faraco S, Deco G. Neural mechanisms of audio tactile integration in the flutter range Bmc Neuroscience. 12. DOI: 10.1186/1471-2202-12-S1-P62  0.375
2011 Albantakis L, Overvliet KE, Azañón E, Deco G, Soto-Faraco S. What decision-making models can tell us about tactile remapping Bmc Neuroscience. 12. DOI: 10.1186/1471-2202-12-S1-P311  0.353
2011 Martinez-Garcia M, Deco G, Rolls ET, Romo R. Computational mechanism of postponed decisions Bmc Neuroscience. 12. DOI: 10.1186/1471-2202-12-S1-P213  0.342
2010 Jirsa VK, Sporns O, Breakspear M, Deco G, McIntosh AR. Towards the virtual brain: network modeling of the intact and the damaged brain. Archives Italiennes De Biologie. 148: 189-205. PMID 21175008 DOI: 10.4449/Aib.V148I3.1223  0.47
2010 Buehlmann A, Deco G. Optimal information transfer in the cortex through synchronization. Plos Computational Biology. 6. PMID 20862355 DOI: 10.1371/Journal.Pcbi.1000934  0.352
2010 Rolls ET, Grabenhorst F, Deco G. Decision-making, errors, and confidence in the brain. Journal of Neurophysiology. 104: 2359-74. PMID 20810685 DOI: 10.1152/Jn.00571.2010  0.364
2010 Rolls ET, Grabenhorst F, Deco G. Choice, difficulty, and confidence in the brain. Neuroimage. 53: 694-706. PMID 20615471 DOI: 10.1016/J.Neuroimage.2010.06.073  0.388
2010 Breakspear M, Jirsa V, Deco G. Computational models of the brain: from structure to function. Neuroimage. 52: 727-30. PMID 20561995 DOI: 10.1016/J.Neuroimage.2010.05.061  0.365
2010 Insabato A, Pannunzi M, Rolls ET, Deco G. Confidence-related decision making. Journal of Neurophysiology. 104: 539-47. PMID 20393062 DOI: 10.1152/Jn.01068.2009  0.359
2010 Deco G, Rolls ET, Romo R. Synaptic dynamics and decision making. Proceedings of the National Academy of Sciences of the United States of America. 107: 7545-9. PMID 20360555 DOI: 10.1073/Pnas.1002333107  0.372
2010 Deco G, Roland P. The role of multi-area interactions for the computation of apparent motion. Neuroimage. 51: 1018-26. PMID 20303411 DOI: 10.1016/J.Neuroimage.2010.03.032  0.336
2010 Loh M, Schmid G, Deco G, Ziegler W. Audiovisual matching in speech and nonspeech sounds: a neurodynamical model. Journal of Cognitive Neuroscience. 22: 240-7. PMID 19302007 DOI: 10.1162/Jocn.2009.21202  0.314
2009 Mavritsaki E, Heinke D, Deco G, Humphreys GW. Simulating posterior parietal damage in a biologically plausible framework: neuropsychological tests of the search over time and space model. Cognitive Neuropsychology. 26: 343-90. PMID 20013434 DOI: 10.1080/02643290903424329  0.353
2009 Deco G, Martí D, Ledberg A, Reig R, Sanchez Vives MV. Effective reduced diffusion-models: a data driven approach to the analysis of neuronal dynamics. Plos Computational Biology. 5: e1000587. PMID 19997490 DOI: 10.1371/Journal.Pcbi.1000587  0.339
2009 Masquelier T, Hugues E, Deco G, Thorpe SJ. Oscillations, phase-of-firing coding, and spike timing-dependent plasticity: an efficient learning scheme. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 29: 13484-93. PMID 19864561 DOI: 10.1523/Jneurosci.2207-09.2009  0.326
2009 Deco G, Thiele A. Attention: oscillations and neuropharmacology. The European Journal of Neuroscience. 30: 347-54. PMID 19614749 DOI: 10.1111/J.1460-9568.2009.06833.X  0.354
2009 Albantakis L, Deco G. The encoding of alternatives in multiple-choice decision making. Proceedings of the National Academy of Sciences of the United States of America. 106: 10308-13. PMID 19497888 DOI: 10.1186/1471-2202-10-S1-P166  0.747
2009 Deco G, Jirsa V, McIntosh AR, Sporns O, Kötter R. Key role of coupling, delay, and noise in resting brain fluctuations. Proceedings of the National Academy of Sciences of the United States of America. 106: 10302-7. PMID 19497858 DOI: 10.1073/Pnas.0901831106  0.404
2009 Deco G, Rolls ET, Romo R. Stochastic dynamics as a principle of brain function. Progress in Neurobiology. 88: 1-16. PMID 19428958 DOI: 10.1016/J.Pneurobio.2009.01.006  0.451
2009 Soto-Faraco S, Deco G. Multisensory contributions to the perception of vibrotactile events. Behavioural Brain Research. 196: 145-54. PMID 18930769 DOI: 10.1016/J.Bbr.2008.09.018  0.356
2009 Sebastián-Gallés N, Vera-Constán F, Larsson JP, Costa A, Deco G. Lexical plasticity in early bilinguals does not alter phoneme categories: II. Experimental evidence. Journal of Cognitive Neuroscience. 21: 2343-57. PMID 18855552 DOI: 10.1162/Jocn.2008.21152  0.658
2009 Cabral J, Hugues E, Deco G. Inter-cortical time delays shape the brain in dynamical networks during rest Bmc Neuroscience. 10. DOI: 10.1186/1471-2202-10-S1-P70  0.417
2009 Garcia P, Deco G, Pastukhov A, Braun J, Guillamon T. Dynamical insights on the history-dependence during continuous presentation of rivaling stimuli Bmc Neuroscience. 10. DOI: 10.1186/1471-2202-10-S1-P364  0.301
2009 Stemme A, Deco G, Lang E. Understanding brain plasticity in perceptual learning Bmc Neuroscience. 10. DOI: 10.1186/1471-2202-10-S1-P216  0.336
2009 BUEHLMANN A, DECO G. RATE AND GAMMA MODULATION IN ATTENTIONAL TASKS New Mathematics and Natural Computation. 5: 135-142. DOI: 10.1142/S1793005709001313  0.303
2008 Deco G, Romo R. The role of fluctuations in perception. Trends in Neurosciences. 31: 591-8. PMID 18823666 DOI: 10.1016/J.Tins.2008.08.007  0.424
2008 Deco G, Jirsa VK, Robinson PA, Breakspear M, Friston K. The dynamic brain: from spiking neurons to neural masses and cortical fields. Plos Computational Biology. 4: e1000092. PMID 18769680 DOI: 10.1371/Journal.Pcbi.1000092  0.572
2008 Rolls ET, Loh M, Deco G, Winterer G. Computational models of schizophrenia and dopamine modulation in the prefrontal cortex. Nature Reviews. Neuroscience. 9: 696-709. PMID 18714326 DOI: 10.1038/Nrn2462  0.327
2008 Rolls ET, Loh M, Deco G. An attractor hypothesis of obsessive-compulsive disorder. The European Journal of Neuroscience. 28: 782-93. PMID 18671737 DOI: 10.1111/J.1460-9568.2008.06379.X  0.383
2008 Buehlmann A, Deco G. The neuronal basis of attention: rate versus synchronization modulation. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 7679-86. PMID 18650344 DOI: 10.1523/Jneurosci.5640-07.2008  0.321
2008 Martí D, Deco G, Mattia M, Gigante G, Del Giudice P. A fluctuation-driven mechanism for slow decision processes in reverberant networks. Plos One. 3: e2534. PMID 18596965 DOI: 10.1371/Journal.Pone.0002534  0.416
2008 Stephan KE, Riera JJ, Deco G, Horwitz B. The Brain Connectivity Workshops: moving the frontiers of computational systems neuroscience. Neuroimage. 42: 1-9. PMID 18511300 DOI: 10.1016/J.Neuroimage.2008.04.167  0.437
2008 Durstewitz D, Deco G. Computational significance of transient dynamics in cortical networks. The European Journal of Neuroscience. 27: 217-27. PMID 18093174 DOI: 10.1111/J.1460-9568.2007.05976.X  0.437
2008 Loh M, Pasupathy A, Miller EK, Deco G. Neurodynamics of the prefrontal cortex during conditional visuomotor associations. Journal of Cognitive Neuroscience. 20: 421-31. PMID 18004947 DOI: 10.1162/Jocn.2008.20031  0.342
2008 Larsson JP, Constán FV, Sebastián-Gallés N, Deco G. Lexical plasticity in early bilinguals does not alter phoneme categories: I. Neurodynamical modeling. Journal of Cognitive Neuroscience. 20: 76-94. PMID 17919078 DOI: 10.1162/Jocn.2008.20.1.76  0.678
2008 Goldbach M, Loh M, Deco G, Garcia-Ojalvo J. Neurodynamical amplification of perceptual signals via system-size resonance Physica D: Nonlinear Phenomena. 237: 316-323. DOI: 10.1016/J.Physd.2007.09.004  0.326
2007 Deco G, Pérez-Sanagustín M, de Lafuente V, Romo R. Perceptual detection as a dynamical bistability phenomenon: a neurocomputational correlate of sensation. Proceedings of the National Academy of Sciences of the United States of America. 104: 20073-7. PMID 18077434 DOI: 10.1073/Pnas.0709794104  0.372
2007 Loh M, Rolls ET, Deco G. A dynamical systems hypothesis of schizophrenia. Plos Computational Biology. 3: e228. PMID 17997599 DOI: 10.1371/Journal.Pcbi.0030228  0.336
2007 Deco G, Scarano L, Soto-Faraco S. Weber's law in decision making: integrating behavioral data in humans with a neurophysiological model. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 11192-200. PMID 17942714 DOI: 10.1523/Jneurosci.1072-07.2007  0.373
2007 Jehee JF, Roelfsema PR, Deco G, Murre JM, Lamme VA. Interactions between higher and lower visual areas improve shape selectivity of higher level neurons-explaining crowding phenomena. Brain Research. 1157: 167-76. PMID 17540349 DOI: 10.1016/J.Brainres.2007.03.090  0.387
2007 Stemme A, Deco G, Busch A. The neuronal dynamics underlying cognitive flexibility in set shifting tasks. Journal of Computational Neuroscience. 23: 313-31. PMID 17510782 DOI: 10.1007/S10827-007-0034-X  0.357
2007 Deco G, Martí D. Extended method of moments for deterministic analysis of stochastic multistable neurodynamical systems. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 75: 031913. PMID 17500732 DOI: 10.1103/Physreve.75.031913  0.309
2007 Deco G, Heinke D. Attention and spatial resolution: a theoretical and experimental study of visual search in hierarchical patterns. Perception. 36: 335-54. PMID 17455750 DOI: 10.1068/P5633  0.307
2007 Deco G, Martí D. Deterministic analysis of stochastic bifurcations in multi-stable neurodynamical systems. Biological Cybernetics. 96: 487-96. PMID 17387505 DOI: 10.1007/S00422-007-0144-6  0.319
2007 Loh M, Andrzejak RG, Deco G. Analysis of coupled decision-making modules for multisensory integration Bmc Neuroscience. 8. DOI: 10.1186/1471-2202-8-S2-P19  0.367
2007 Loh M, Rolls ET, Deco G. The symptoms of schizophrenia related to the stability of attractor networks Bmc Neuroscience. 8. DOI: 10.1186/1471-2202-8-S2-P142  0.328
2007 Mavritsaki E, Heinke D, Humphreys G, Deco G. Suppressive effects in visual search: A neurocomputational analysis of preview search Neurocomputing. 70: 1925-1931. DOI: 10.1016/J.Neucom.2006.10.077  0.333
2006 Mavritsaki E, Heinke D, Humphreys GW, Deco G. A computational model of visual marking using an inter-connected network of spiking neurons: the spiking search over time & space model (sSoTS). Journal of Physiology, Paris. 100: 110-24. PMID 17071061 DOI: 10.1016/J.Jphysparis.2006.09.003  0.345
2006 Rolls ET, Deco G. Attention in natural scenes: Neurophysiological and computational bases. Neural Networks : the Official Journal of the International Neural Network Society. 19: 1383-94. PMID 17011749 DOI: 10.1016/J.Neunet.2006.08.007  0.32
2006 Deco G, Rolls ET. Decision-making and Weber's law: a neurophysiological model. The European Journal of Neuroscience. 24: 901-16. PMID 16930418 DOI: 10.1111/J.1460-9568.2006.04940.X  0.375
2006 Szabo M, Deco G, Fusi S, Del Giudice P, Mattia M, Stetter M. Learning to attend: modeling the shaping of selectivity in infero-temporal cortex in a categorization task. Biological Cybernetics. 94: 351-65. PMID 16555071 DOI: 10.1007/S00422-006-0054-Z  0.36
2006 Deco G. A dynamical model of event-related FMRI signals in prefrontal cortex: predictions for schizophrenia. Pharmacopsychiatry. 39: S65-7. PMID 16508899 DOI: 10.1055/S-2006-931497  0.345
2006 Andrzejak RG, Ledberg A, Deco G. Detecting event-related time-dependent directional couplings New Journal of Physics. 8. DOI: 10.1088/1367-2630/8/1/006  0.3
2006 Deco G, Zihl J. The neurodynamics of visual search Visual Cognition. 14: 1006-1024. DOI: 10.1080/13506280500195425  0.345
2006 Koepke F, Loh M, Costa A, Deco G. Neurodynamical approach to the picture-word interference effect Neurocomputing. 69: 1317-1321. DOI: 10.1016/J.Neucom.2005.12.114  0.305
2006 Martí D, Deco G, Giudice PD, Mattia M. Reward-biased probabilistic decision-making: Mean-field predictions and spiking simulations Neurocomputing. 69: 1175-1178. DOI: 10.1016/J.Neucom.2005.12.069  0.391
2005 Loh M, Deco G. Cognitive flexibility and decision-making in a model of conditional visuomotor associations. The European Journal of Neuroscience. 22: 2927-36. PMID 16324127 DOI: 10.1111/J.1460-9568.2005.04505.X  0.383
2005 Deco G, Rolls ET. Attention, short-term memory, and action selection: a unifying theory. Progress in Neurobiology. 76: 236-56. PMID 16257103 DOI: 10.1016/J.Pneurobio.2005.08.004  0.393
2005 Deco G, Ledberg A, Almeida R, Fuster J. Neural dynamics of cross-modal and cross-temporal associations. Experimental Brain Research. 166: 325-36. PMID 16160822 DOI: 10.1007/S00221-005-2374-Y  0.379
2005 Stemme A, Deco G, Busch A, Schneider WX. Neurons and the synaptic basis of the fMRI signal associated with cognitive flexibility. Neuroimage. 26: 454-70. PMID 15907303 DOI: 10.1016/J.Neuroimage.2005.01.044  0.359
2005 Deco G, Rolls ET. Sequential memory: a putative neural and synaptic dynamical mechanism. Journal of Cognitive Neuroscience. 17: 294-307. PMID 15811241 DOI: 10.1162/0898929053124875  0.346
2005 Deco G, Rolls ET. Neurodynamics of biased competition and cooperation for attention: a model with spiking neurons. Journal of Neurophysiology. 94: 295-313. PMID 15703227 DOI: 10.1152/Jn.01095.2004  0.388
2005 Deco G, Rolls ET. Synaptic and spiking dynamics underlying reward reversal in the orbitofrontal cortex. Cerebral Cortex (New York, N.Y. : 1991). 15: 15-30. PMID 15238449 DOI: 10.1093/Cercor/Bhh103  0.337
2005 Szabo M, Almeida R, Deco G, Stetter M. A neuronal model for the shaping of feature selectivity in IT by visual categorization Neurocomputing. 65: 195-201. DOI: 10.1016/J.Neucom.2004.10.007  0.367
2005 Deco G, Rolls ET. The role of short-term memory in visual attention Neurobiology of Attention. 610-617. DOI: 10.1016/B978-012375731-9/50104-X  0.35
2005 Deco G, Rolls ET, Zihl J. A neurodynamical model of visual attention Neurobiology of Attention. 593-599. DOI: 10.1016/B978-012375731-9/50101-4  0.45
2004 Deco G, Zihl J. A biased competition based neurodynamical model of visual neglect. Medical Engineering & Physics. 26: 733-43. PMID 15564110 DOI: 10.1016/J.Medengphy.2004.06.011  0.348
2004 Almeida R, Deco G, Stetter M. Modular biased-competition and cooperation: a candidate mechanism for selective working memory. The European Journal of Neuroscience. 20: 2789-803. PMID 15548222 DOI: 10.1111/J.1460-9568.2004.03726.X  0.346
2004 Deco G, Lee TS. The role of early visual cortex in visual integration: a neural model of recurrent interaction. The European Journal of Neuroscience. 20: 1089-100. PMID 15305878 DOI: 10.1111/J.1460-9568.2004.03528.X  0.322
2004 Deco G, Rolls ET, Horwitz B. "What" and "where" in visual working memory: a computational neurodynamical perspective for integrating FMRI and single-neuron data. Journal of Cognitive Neuroscience. 16: 683-701. PMID 15165356 DOI: 10.1162/089892904323057380  0.397
2004 Szabo M, Almeida R, Deco G, Stetter M. Cooperation and biased competition model can explain attentional filtering in the prefrontal cortex. The European Journal of Neuroscience. 19: 1969-77. PMID 15078571 DOI: 10.1111/J.1460-9568.2004.03211.X  0.334
2004 Corchs S, Deco G. Feature-based attention in human visual cortex: simulation of fMRI data. Neuroimage. 21: 36-45. PMID 14741640 DOI: 10.1016/J.Neuroimage.2003.08.045  0.324
2004 Deco G, Rolls ET. A neurodynamical cortical model of visual attention and invariant object recognition. Vision Research. 44: 621-42. PMID 14693189 DOI: 10.1016/J.Visres.2003.09.037  0.342
2004 Deco G, Rolls ET, Horwitz B. Integrating fMRI and single-cell data of visual working memory Neurocomputing. 58: 729-737. DOI: 10.1016/J.Neucom.2004.01.120  0.346
2003 Deco G, Rolls ET. Attention and working memory: a dynamical model of neuronal activity in the prefrontal cortex. The European Journal of Neuroscience. 18: 2374-90. PMID 14622200 DOI: 10.1046/J.1460-9568.2003.02956.X  0.381
2003 Stetter M, Deco G, Dejori M. Large-scale computational modeling of genetic regulatory networks Artificial Intelligence Review. 20: 75-93. DOI: 10.1023/A:1026088615145  0.346
2002 Deco G, Rolls ET. Object-based visual neglect: a computational hypothesis. The European Journal of Neuroscience. 16: 1994-2000. PMID 12453063 DOI: 10.1046/J.1460-9568.2002.02279.X  0.309
2002 Deco G, Pollatos O, Zihl J. The time course of selective visual attention: theory and experiments. Vision Research. 42: 2925-45. PMID 12450503 DOI: 10.1016/S0042-6989(02)00358-9  0.345
2002 Corchs S, Deco G. Large-scale neural model for visual attention: integration of experimental single-cell and fMRI data. Cerebral Cortex (New York, N.Y. : 1991). 12: 339-48. PMID 11884349 DOI: 10.1093/Cercor/12.4.339  0.381
2002 Näger C, Storck J, Deco G. Speech recognition with spiking neurons and dynamic synapses: A model motivated by the human auditory pathway Neurocomputing. 44: 937-942. DOI: 10.1016/S0925-2312(02)00494-0  0.37
2002 Heinke D, Deco G, Zihl J, Humphreys GW. A computational neuroscience account of visual neglect Neurocomputing. 44: 811-816. DOI: 10.1016/S0925-2312(02)00477-0  0.318
2002 Deco G, Lee TS. A unified model of spatial and object attention based on inter-cortical biased competition Neurocomputing. 44: 775-781. DOI: 10.1016/S0925-2312(02)00471-X  0.321
2002 Corchs S, Deco G. A neurodynamical model to simulate neural activities in visual attention experiments Neurocomputing. 44: 759-767. DOI: 10.1016/S0925-2312(02)00469-1  0.354
2002 Lago-Fernández LF, Deco G. A model of binocular rivalry based on competition in IT Neurocomputing. 44: 503-507. DOI: 10.1016/S0925-2312(02)00408-3  0.387
2001 Corchs S, Deco G. A neurodynamical model for selective visual attention using oscillators. Neural Networks : the Official Journal of the International Neural Network Society. 14: 981-90. PMID 11681758 DOI: 10.1016/S0893-6080(01)00055-7  0.335
2001 Deco G, Zihl J. A neurodynamical model of visual attention: feedback enhancement of spatial resolution in a hierarchical system. Journal of Computational Neuroscience. 10: 231-53. PMID 11443284 DOI: 10.1023/A:1011233530729  0.311
2001 Storck J, Jäkel F, Deco G. Temporal clustering with spiking neurons and dynamic synapses: towards technological applications. Neural Networks : the Official Journal of the International Neural Network Society. 14: 275-85. PMID 11341566 DOI: 10.1016/S0893-6080(00)00101-5  0.356
2001 Deco G, Zihl J. Top-down selective visual attention: A neurodynamical approach Visual Cognition. 8: 119-140. DOI: 10.1080/13506280042000054  0.351
2001 Deco G, Schürmann B. Predictive coding in the visual cortex by a recurrent network with Gabor receptive fields Neural Processing Letters. 14: 107-114. DOI: 10.1023/A:1012423722458  0.356
2001 Silipo R, Deco G, Schürmann B, Vergassola R, Gremigni C. Investigating the underlying Markovian dynamics of ECG rhythms by information flow Chaos, Solitons and Fractals. 12: 2877-2888. DOI: 10.1016/S0960-0779(01)00102-3  0.327
2001 Corchs S, Deco G. Selective attention in visual search: A neural network of phase oscillators Neurocomputing. 38: 1151-1160. DOI: 10.1016/S0925-2312(01)00483-0  0.329
2001 Storck J, Jäkel F, Deco G. Learning spatio-temporal stimuli with networks of spiking neurons and dynamics synapses Neurocomputing. 38: 935-943. DOI: 10.1016/S0925-2312(01)00402-7  0.351
2001 Deco G. Biased competition mechanisms for visual attention in a multimodular neurodynamical system Lecture Notes in Computer Science. 114-126. DOI: 10.1007/3-540-44597-8_8  0.341
2000 Martignon L, Deco G, Laskey K, Diamond M, Freiwald W, Vaadia E. Neural coding: higher-order temporal patterns in the neurostatistics of cell assemblies. Neural Computation. 12: 2621-53. PMID 11110130 DOI: 10.1162/089976600300014872  0.347
2000 Deco G, Schürmann B. A hierarchical neural system with attentional top-down enhancement of the spatial resolution for object recognition. Vision Research. 40: 2845-59. PMID 10960655 DOI: 10.1016/S0042-6989(00)00140-1  0.311
2000 Deco G, Zihl J. Neurodynamical mechanism of binding and selective attention for visual search Neurocomputing. 32: 693-699. DOI: 10.1016/S0925-2312(00)00234-4  0.363
1999 Silipo R, Deco G, Vergassola R, Gremigni C. A characterization of HRV's nonlinear hidden dynamics by means of Markov models. Ieee Transactions On Bio-Medical Engineering. 46: 978-86. PMID 10431463 DOI: 10.1109/10.775408  0.303
1999 Deco G, Schürmann B. Spatiotemporal coding in the cortex: information flow-based learning in spiking neural networks. Neural Computation. 11: 919-34. PMID 10226189 DOI: 10.1162/089976699300016502  0.372
1998 Deco G, Schürmann B. The coding of information by spiking neurons: an analytical study. Network (Bristol, England). 9: 303-17. PMID 9861992 DOI: 10.1088/0954-898X_9_3_002  0.303
1998 Silipo R, Deco G, Vergassola R, Bartsch H. Dynamics extraction in multivariate biomedical time series. Biological Cybernetics. 79: 15-27. PMID 9742674 DOI: 10.1007/S004220050454  0.315
1998 Deco G, Schürmann B. Stochastic resonance in the mutual information between input and output spike trains of noisy central neurons Physica D: Nonlinear Phenomena. 117: 276-282. DOI: 10.1016/S0167-2789(97)00313-8  0.31
1997 Parra L, Deco G. Non-linear Feature Extraction by Redundancy Reduction in an Unsupervised Stochastic Neural Network. Neural Networks : the Official Journal of the International Neural Network Society. 10: 683-691. PMID 12662863 DOI: 10.1016/S0893-6080(96)00110-4  0.539
1997 Deco G, Schittenkopf C, Schürmann B. Dynamical Analysis of Time Series by Statistical Tests International Journal of Bifurcation and Chaos. 7: 2629-2652. DOI: 10.1142/S0218127497001795  0.328
1997 Deco G, Neuneier R, Schümann B. Non-parametric Data Selection for Neural Learning in Non-stationary Time Series Neural Networks. 10: 401-407. DOI: 10.1016/S0893-6080(96)00108-6  0.348
1997 Schittenkopf C, Deco G, Brauer W. Two Strategies to Avoid Overfitting in Feedforward Networks Neural Networks. 10: 505-516. DOI: 10.1016/S0893-6080(96)00086-X  0.358
1997 Storck J, Deco G. Nonlinear independent component analysis and multivariate time series analysis Physica D: Nonlinear Phenomena. 108: 335-349. DOI: 10.1016/S0167-2789(97)00010-9  0.348
1997 Schittenkopf C, Deco G. Testing nonlinear Markovian hypotheses in dynamical systems Physica D: Nonlinear Phenomena. 104: 61-74. DOI: 10.1016/S0167-2789(96)00230-8  0.31
1996 Parra L, Deco G, Miesbach S. Statistical Independence and Novelty Detection with Information Preserving Nonlinear Maps Neural Computation. 8: 260-269. DOI: 10.1162/Neco.1996.8.2.260  0.498
1995 Deco G, Obradovic D. Statistical physics theory of query learning by an ensemble of higher-order neural networks. Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 52: 1953-1957. PMID 9963616 DOI: 10.1103/Physreve.52.1953  0.305
1995 Deco G, Schürmann B. Learning time series evolution by unsupervised extraction of correlations. Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 51: 1780-1790. PMID 9962836 DOI: 10.1103/Physreve.51.1780  0.336
1995 Deco G, Finnoff W, Zimmermann HG. Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks Neural Computation. 7: 86-107. DOI: 10.1162/Neco.1995.7.1.86  0.346
1995 Deco G, Parra L. Unsupervised learning for Boltzman Machines Network: Computation in Neural Systems. 6: 437-448. DOI: 10.1088/0954-898X_6_3_009  0.536
1995 Parra L, Deco G, Miesbach S. Redundancy reduction with information-preserving nonlinear maps Network: Computation in Neural Systems. 6: 61-72. DOI: 10.1088/0954-898X_6_1_004  0.487
1995 Deco G, Maidagan J, Fojón O, Rivarola R. Do Symmetric Eikonal and Continuum Distorted Wave models satisfy the correct boundary conditions? Physica Scripta. 51: 334-338. DOI: 10.1088/0031-8949/51/3/009  0.492
1995 Deco G, Obradovic D. Linear redundancy reduction learning Neural Networks. 8: 751-755. DOI: 10.1016/0893-6080(95)00015-R  0.312
1995 Deco G, Brauer W. Nonlinear higher-order statistical decorrelation by volume-conserving neural architectures Neural Networks. 8: 525-535. DOI: 10.1016/0893-6080(94)00108-X  0.339
1995 Parra L, Deco G. Continuous Boltzmann machine with rotor neurons Neural Networks. 8: 375-385. DOI: 10.1016/0893-6080(94)00074-V  0.532
1995 Deco G, Schürmann B. Neural learning of chaotic dynamics Neural Processing Letters. 2: 23-26. DOI: 10.1007/Bf02312352  0.36
1993 Deco G, Fojón O, Maidagan J, Rivarola R. Matrix continuum distorted-wave approximation for electron capture. Physical Review. A. 47: 3769-3774. PMID 9909382 DOI: 10.1103/Physreva.47.3769  0.741
1993 Deco G, Ebmeyer J. Coarse Coding Resource-Allocating Network Neural Computation. 5: 105-114. DOI: 10.1162/Neco.1993.5.1.105  0.359
1989 Martínez AE, Deco GR, Rivarola RD, Fainstein PD. Electron capture and ionization in atomic collisions Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions With Materials and Atoms. 43: 24-28. DOI: 10.1016/0168-583X(89)90074-8  0.392
1988 Martínez AE, Deco GR, Rivarola RD, Fainstein PD. K-Shell vacancy production in asymmetric collisions Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions With Materials and Atoms. 34: 32-36. DOI: 10.1016/0168-583X(88)90360-6  0.388
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