Gustavo Deco - Publications

Affiliations: 
Universitat Pompeu Fabra, Barcelona, Catalunya, Spain 
Area:
Computational Neuroscience
Website:
http://www.cns.upf.edu/gustavo/

254 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
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  0.72
2019 Rolls ET, Cheng W, Gilson M, Gong W, Deco G, Lo CZ, Yang AC, Tsai SJ, Liu ME, Lin CP, Feng J. Beyond the disconnectivity hypothesis of schizophrenia. Cerebral Cortex (New York, N.Y. : 1991). PMID 31381086 DOI: 10.1093/cercor/bhz161  1
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  0.32
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  0.44
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  0.72
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  0.92
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  0.44
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  0.64
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  0.72
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  0.72
2019 Costa A, Pannunzi M, Deco G, Pickering MJ. Does Bilingualism Alter Lexical Structure? Response to Oppenheim, Wu, and Thierry (2018). Cognitive Science. 43: e12707. PMID 30803014 DOI: 10.1111/cogs.12707  0.76
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  0.72
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  0.44
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  0.32
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  0.72
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  0.44
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  0.72
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  0.88
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  0.44
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  0.44
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  0.72
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  1
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  0.72
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  0.76
2018 Costa A, Pannunzi M, Deco G, Pickering MJ. Corrigendum for: Do bilinguals automatically activate their native language when they are not using it? Cognitive Science. 42: 365. PMID 29369432 DOI: 10.1111/cogs.12577  0.76
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  1
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  0.88
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  0.88
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  0.72
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  0.72
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  0.44
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  0.44
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  0.44
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  0.72
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  0.72
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  0.72
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  0.88
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  0.72
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  0.72
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  0.6
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  1
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  0.72
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  0.44
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  0.72
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  0.88
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  0.72
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  0.6
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  0.72
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  0.72
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  0.72
2016 Costa A, Pannunzi M, Deco G, Pickering MJ. Do Bilinguals Automatically Activate Their Native Language When They Are Not Using It? Cognitive Science. PMID 27766658 DOI: 10.1111/cogs.12434  0.76
2016 Insabato A, Pannunzi M, Deco G. Neural correlates of metacognition: A critical perspective on current tasks. Neuroscience and Biobehavioral Reviews. PMID 27587004 DOI: 10.1016/j.neubiorev.2016.08.030  0.6
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  1
2016 Hindriks R, Arsiwalla XD, Panagiotaropoulos T, Besserve M, Verschure PF, Logothetis NK, Deco G. Discrepancies between Multi-Electrode LFP and CSD Phase-Patterns: A Forward Modeling Study. Frontiers in Neural Circuits. 10: 51. PMID 27471451 DOI: 10.3389/fncir.2016.00051  0.36
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  0.76
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  1
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  0.88
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  0.88
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  1
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  1
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  0.72
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  1
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  1
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  1
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  1
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  0.72
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2015 Hindriks R, Woolrich M, Luckhoo H, Joensson M, Mohseni H, Kringelbach ML, Deco G. Role of white-matter pathways in coordinating alpha oscillations in resting visual cortex. Neuroimage. 106: 328-39. PMID 25449741 DOI: 10.1016/j.neuroimage.2014.10.057  1
2015 van Hartevelt TJ, Hartevelt TJV, 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. DOI: 10.3389/fnbeh.2015.00167  1
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  1
2015 Ponce-Alvarez A, Deco G. The Emergence of Spontaneous and Evoked Functional Connectivity in a Large-Scale Model of the Brain Brain Mapping: An Encyclopedic Reference. 1: 571-579. DOI: 10.1016/B978-0-12-397025-1.00334-1  0.44
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  1
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  1
2014 Hindriks R, van Putten MJ, Deco G. Intra-cortical propagation of EEG alpha oscillations. Neuroimage. 103: 444-53. PMID 25168275 DOI: 10.1016/j.neuroimage.2014.08.027  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2014 Friston K, Breakspear M, Deco G. Critical Slowing and Perception Criticality in Neural Systems. 191-226. DOI: 10.1002/9783527651009.ch9  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2012 Dempere-Marco L, Melcher DP, Deco G. Effective visual working memory capacity: an emergent effect from the neural dynamics in an attractor network. Plos One. 7: e42719. PMID 22952608 DOI: 10.1371/journal.pone.0042719  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2012 Rolls ET, Deco G. The Noisy Brain: Stochastic dynamics as a principle of brain function The Noisy Brain: Stochastic Dynamics as a Principle of Brain Function. 1-316. DOI: 10.1093/acprof:oso/9780199587865.001.0001  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2010 Loh M, Rolls ET, Deco G. Local Cortical Dynamics Related to Mental Illnesses Systems Biology in Psychiatric Research: From High-Throughput Data to Mathematical Modeling. 321-339. DOI: 10.1002/9783527630271.ch15  1
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  1
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  1
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  1
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  1
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: 10.1073/pnas.0901621106  1
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  1
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  1
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  1
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  1
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 (2009) 106, 25 (10302-10307) DOI: 10.1073/pnas.0901831106) Proceedings of the National Academy of Sciences of the United States of America. 106: 12207-12208. DOI: 10.1073/pnas.0906701106  1
2009 Deco G, Rolls ET. Stochastic dynamics in the brain and probabilistic decision-making Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5436: 31-50. DOI: 10.1007/978-3-642-00616-6_3  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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.2008.20004  1
2008 Durstewitz D, Deco G. Computational significance of transient dynamics in cortical networks (European Journal of Neuroscience (2007) 27 (217-227)) European Journal of Neuroscience. 27: 790. DOI: 10.1111/j.1460-9568.2007.06098.x  1
2008 Deco G, Rolls ET. Neural Mechanisms of Visual Memory: A Neurocomputational Perspective Visual Memory. DOI: 10.1093/acprof:oso/9780195305487.003.0008  1
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  1
2008 Fernández-Caballero A, Mira J, Deco G. 50 years of artificial intelligence: A neuronal approach Neurocomputing. 71: 667-669. DOI: 10.1016/j.neucom.2007.11.001  1
2008 Stemme A, Deco G. Neuronal and Cortical Dynamical Mechanisms Underlying Brain Functions Handbook of Cognitive Science. 219-240. DOI: 10.1016/B978-0-08-046616-3.00012-8  1
2007 Stemme A, Deco G, Busch A. The neurodynamics underlying attentional control in set shifting tasks. Cognitive Neurodynamics. 1: 249-59. PMID 19003517 DOI: 10.1007/s11571-007-9019-8  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2007 Deco G, Rolls ET. Decision-making mechanisms in the brain Aip Conference Proceedings. 887: 21-28. DOI: 10.1063/1.2709582  1
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  1
2007 Deco G, Stetter M, Szabo M. Biased competition and cooperation: A mechanism of mammalian visual recognition? Object Recognition, Attention, and Action. 187-203. DOI: 10.1007/978-4-431-73019-4_13  1
2007 Deco G, Rolls ET. Computational neuroscience and cognitive brain functions Intelligent Computing Everywhere. 153-167. DOI: 10.1007/978-1-84628-943-9_8  1
2007 Mavritsaki E, Heinke D, Humphreys G, Deco G. The spiking search over time and space model (sSoTS): Simulating dual task experiments and the temporal dynamics of preview search Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4840: 338-351.  1
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  1
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  1
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  1
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  1
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  1
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  1
2006 Deco G, Zihl J. The neurodynamics of visual search Visual Cognition. 14: 1006-1024. DOI: 10.1080/13506280500195425  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2005 Deco G. The computational neuroscience of visual cognition: Attention, memory and reward Lecture Notes in Computer Science. 3368: 100-117.  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2004 Corchs S, Ciocca G, Schettini R, Deco G. Video summarization using a neurodynamical model of visual attention 2004 Ieee 6th Workshop On Multimedia Signal Processing. 71-74.  1
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  1
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  1
2003 Corchs S, Stetter M, Deco G. Systems-level neuronal modeling of visual attentional mechanisms Artificial Intelligence Review. 20: 143-160. DOI: 10.1023/A:1026028429257  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2002 Deco G, Rolls E. A neurodynamical theory of visual attention: Comparisons with fMRI- and single-neuron data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2415: 3-8.  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2001 Lago-Fernández LF, Deco G. Simultaneous parallel processing of object and position by temporal correlation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2085: 64-71. DOI: 10.1007/3-540-45723-2_7  1
2001 Deco G, Zihl J. Top-down selective visual attention: A neurodynamical approach Visual Cognition. 8: 119-140.  1
2000 Deco G, Schürmann B. A neuro-cognitive visual system for object recognition based on testing of interactive attentional top-down hypotheses. Perception. 29: 1249-64. PMID 11220215  1
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  1
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  1
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  1
2000 Deco G, Zihl J. A neurodynamical approach to visual attention Advances in Neural Information Processing Systems. 10-16.  1
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  1
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  1
1999 Silipo R, Deco G, Bartsch H. Brain tumor classification based on EEG hidden dynamics Intelligent Data Analysis. 3: 287-306. DOI: 10.3233/IDA-1999-3404  1
1998 Deco G, Schürmann B. The coding of information by spiking neurons: an analytical study. Network (Bristol, England). 9: 303-17. PMID 9861992  1
1998 Obradovic D, Deco G. Information maximization and independent component analysis; is there a difference? Neural Computation. 10: 2085-101. PMID 9804672  1
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.  1
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  0.96
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