Guillermo Cecchi - Publications

Affiliations: 
IBM, Toronto, Ontario, Canada 
Area:
Computational Neuroscience

89 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any innacuracies, 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 Alonso LM, Solovey G, Yanagawa T, Proekt A, Cecchi GA, Magnasco MO. Single-trial classification of awareness state during anesthesia by measuring critical dynamics of global brain activity. Scientific Reports. 9: 4927. PMID 30894626 DOI: 10.1038/s41598-019-41345-4  1
2019 Gallino L, Carrillo F, Cecchi GA. Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media. Frontiers in Integrative Neuroscience. 13: 5. PMID 30837849 DOI: 10.3389/fnint.2019.00005  0.76
2018 Mota NB, Sigman M, Cecchi G, Copelli M, Ribeiro S. The maturation of speech structure in psychosis is resistant to formal education. Npj Schizophrenia. 4: 25. PMID 30531913 DOI: 10.1038/s41537-018-0067-3  1
2018 Fernandez Slezak D, Sigman M, Cecchi GA. An entropic barriers diffusion theory of decision-making in multiple alternative tasks. Plos Computational Biology. 14: e1005961. PMID 29499036 DOI: 10.1371/journal.pcbi.1005961  1
2018 Corcoran CM, Carrillo F, Fernández-Slezak D, Bedi G, Klim C, Javitt DC, Bearden CE, Cecchi GA. Prediction of psychosis across protocols and risk cohorts using automated language analysis. World Psychiatry : Official Journal of the World Psychiatric Association (Wpa). 17: 67-75. PMID 29352548 DOI: 10.1002/wps.20491  0.76
2017 Keller A, Gerkin RC, Guan Y, Dhurandhar A, Turu G, Szalai B, Mainland JD, Ihara Y, Yu CW, Wolfinger R, Vens C, Schietgat L, De Grave K, Norel R, ... ... Cecchi GA, et al. Predicting human olfactory perception from chemical features of odor molecules. Science (New York, N.Y.). PMID 28219971 DOI: 10.1126/science.aal2014  0.8
2016 García AM, Carrillo F, Orozco-Arroyave JR, Trujillo N, Vargas Bonilla JF, Fittipaldi S, Adolfi F, Nöth E, Sigman M, Fernández Slezak D, Ibáñez A, Cecchi GA. How language flows when movements don't: An automated analysis of spontaneous discourse in Parkinson's disease. Brain and Language. 162: 19-28. PMID 27501386 DOI: 10.1016/j.bandl.2016.07.008  1
2015 Bedi G, Carrillo F, Cecchi GA, Slezak DF, Sigman M, Mota NB, Ribeiro S, Javitt DC, Copelli M, Corcoran CM. Automated analysis of free speech predicts psychosis onset in high-risk youths. Npj Schizophrenia. 1: 15030. PMID 27336038 DOI: 10.1038/npjschz.2015.30  1
2015 Rao AR, Cecchi GA, Kaplan E. Editorial: Towards an integrated approach to measurement, analysis and modeling of cortical networks. Frontiers in Neural Circuits. 9: 61. PMID 26539082 DOI: 10.3389/fncir.2015.00061  1
2015 Solovey G, Alonso LM, Yanagawa T, Fujii N, Magnasco MO, Cecchi GA, Proekt A. Loss of Consciousness Is Associated with Stabilization of Cortical Activity. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 10866-77. PMID 26224868 DOI: 10.1523/JNEUROSCI.4895-14.2015  1
2015 Mesz B, Rodriguez Zivic PH, Cecchi GA, Sigman M, Trevisan MA. The music of morality and logic. Frontiers in Psychology. 6: 908. PMID 26191020 DOI: 10.3389/fpsyg.2015.00908  1
2015 Carrillo F, Cecchi GA, Sigman M, Slezak DF. Fast Distributed Dynamics of Semantic Networks via Social Media. Computational Intelligence and Neuroscience. 2015: 712835. PMID 26074953 DOI: 10.1155/2015/712835  1
2015 Prill RJ, Vogel R, Cecchi GA, Altan-Bonnet G, Stolovitzky G. Noise-driven causal inference in biomolecular networks. Plos One. 10: e0125777. PMID 26030907 DOI: 10.1371/journal.pone.0125777  0.8
2015 Prill RJ, Vogel R, Cecchi GA, Altan-Bonnet G, Stolovitzky G. Noise-driven causal inference in biomolecular networks Plos One. 10. DOI: 10.1371/journal.pone.0125777  1
2015 Carrillo F, Cecchi GA, Sigman M, Slezak DF. Fast distributed dynamics of semantic networks via social media Computational Intelligence and Neuroscience. 2015. DOI: 10.1155/2015/712835  1
2014 Meyer P, Cecchi G, Stolovitzky G. Spatial localization of the first and last enzymes effectively connects active metabolic pathways in bacteria. Bmc Systems Biology. 8: 131. PMID 25495800 DOI: 10.1186/s12918-014-0131-1  1
2014 Alonso LM, Proekt A, Schwartz TH, Pryor KO, Cecchi GA, Magnasco MO. Dynamical criticality during induction of anesthesia in human ECoG recordings. Frontiers in Neural Circuits. 8: 20. PMID 24723852 DOI: 10.3389/fncir.2014.00020  1
2014 Bedi G, Cecchi GA, Slezak DF, Carrillo F, Sigman M, de Wit H. A window into the intoxicated mind? Speech as an index of psychoactive drug effects. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. 39: 2340-8. PMID 24694926 DOI: 10.1038/npp.2014.80  1
2014 Leone MJ, Fernandez Slezak D, Cecchi GA, Sigman M. The geometry of expertise. Frontiers in Psychology. 5: 47. PMID 24550869 DOI: 10.3389/fpsyg.2014.00047  1
2014 Heisig S, Cecchi G, Rao R, Rish I. Augmented human: Human os for improved mental function (position paper) Aaai Workshop - Technical Report. 20-23.  1
2013 Rodriguez Zivic PH, Shifres F, Cecchi GA. Perceptual basis of evolving Western musical styles. Proceedings of the National Academy of Sciences of the United States of America. 110: 10034-8. PMID 23716669 DOI: 10.1073/pnas.1222336110  1
2013 Baria AT, Mansour A, Huang L, Baliki MN, Cecchi GA, Mesulam MM, Apkarian AV. Linking human brain local activity fluctuations to structural and functional network architectures. Neuroimage. 73: 144-55. PMID 23396160 DOI: 10.1016/j.neuroimage.2013.01.072  1
2013 Rish I, Cecchi G, Thyreau B, Thirion B, Plaze M, Paillere-Martinot ML, Martelli C, Martinot JL, Poline JB. Schizophrenia as a network disease: disruption of emergent brain function in patients with auditory hallucinations. Plos One. 8: e50625. PMID 23349665 DOI: 10.1371/journal.pone.0050625  1
2013 Rao AR, Cecchi G. Capacity limits in oscillatory networks: Implications for sensory coding Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706847  1
2013 Rao AR, Cecchi G. Multi-sensory integration using sparse spatio-temporal encoding Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706792  1
2012 Cecchi GA, Huang L, Hashmi JA, Baliki M, Centeno MV, Rish I, Apkarian AV. Predictive dynamics of human pain perception. Plos Computational Biology. 8: e1002719. PMID 23133342 DOI: 10.1371/journal.pcbi.1002719  1
2012 Diuk CG, Slezak DF, Raskovsky I, Sigman M, Cecchi GA. A quantitative philology of introspection. Frontiers in Integrative Neuroscience. 6: 80. PMID 23015783 DOI: 10.3389/fnint.2012.00080  1
2012 Solovey G, Miller KJ, Ojemann JG, Magnasco MO, Cecchi GA. Self-Regulated Dynamical Criticality in Human ECoG. Frontiers in Integrative Neuroscience. 6: 44. PMID 22833717 DOI: 10.3389/fnint.2012.00044  1
2012 Mota NB, Vasconcelos NA, Lemos N, Pieretti AC, Kinouchi O, Cecchi GA, Copelli M, Ribeiro S. Speech graphs provide a quantitative measure of thought disorder in psychosis. Plos One. 7: e34928. PMID 22506057 DOI: 10.1371/journal.pone.0034928  1
2012 de Araujo DB, Ribeiro S, Cecchi GA, Carvalho FM, Sanchez TA, Pinto JP, de Martinis BS, Crippa JA, Hallak JE, Santos AC. Seeing with the eyes shut: neural basis of enhanced imagery following Ayahuasca ingestion. Human Brain Mapping. 33: 2550-60. PMID 21922603 DOI: 10.1002/hbm.21381  1
2012 Rish I, Cecchi GA, Heuton K. Schizophrenia classification using functional network features Progress in Biomedical Optics and Imaging - Proceedings of Spie. 8317. DOI: 10.1117/12.911773  1
2012 Rish I, Cecchi GA, Heuton K, Baliki MN, Apkarian AV. Sparse regression analysis of task-relevant information distribution in the brain Progress in Biomedical Optics and Imaging - Proceedings of Spie. 8314. DOI: 10.1117/12.911318  1
2012 Honorio J, Samaras D, Rish I, Cecchi G. Variable selection for Gaussian graphical models Journal of Machine Learning Research. 22: 538-546.  1
2011 Garg R, Cecchi GA, Rao AR. Full-brain auto-regressive modeling (FARM) using fMRI. Neuroimage. 58: 416-41. PMID 21439388 DOI: 10.1016/j.neuroimage.2011.02.074  1
2011 Rao AR, Bordawekar R, Cecchi G. Fast computation of functional networks from fMRI activity: A multi-platform comparison Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7962. DOI: 10.1117/12.878368  1
2011 Garg R, Cecchi GA, Rao AR. Characteristics of voxel prediction power in full-brain granger causality analysis of fMRI data Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7965. DOI: 10.1117/12.878311  1
2011 Garg R, Cecchi GA, Rao AR. Brain as a self-predictor: Sparse full-brain auto-regressive modeling in fMRI Proceedings - International Symposium On Biomedical Imaging. 1581-1584. DOI: 10.1109/ISBI.2011.5872704  1
2011 Rao AR, Garg R, Cecchi GA. A spatio-temporal support vector machine searchlight for fMRI analysis Proceedings - International Symposium On Biomedical Imaging. 1023-1026. DOI: 10.1109/ISBI.2011.5872575  1
2011 Rao AR, Cecchi GA. The effects of feedback and lateral connections on perceptual processing: A study using oscillatory networks Proceedings of the International Joint Conference On Neural Networks. 1177-1184. DOI: 10.1109/IJCNN.2011.6033357  1
2010 Fernández Slezak D, Suárez C, Cecchi GA, Marshall G, Stolovitzky G. When the optimal is not the best: parameter estimation in complex biological models. Plos One. 5: e13283. PMID 21049094 DOI: 10.1371/journal.pone.0013283  1
2010 Sigman M, Etchemendy P, Slezak DF, Cecchi GA. Response time distributions in rapid chess: a large-scale decision making experiment. Frontiers in Neuroscience. 4: 60. PMID 21031032 DOI: 10.3389/fnins.2010.00060  1
2010 Cecchi GA, Rao AR, Xiao Y, Kaplan E. Statistics of natural scenes and cortical color processing. Journal of Vision. 10: 21. PMID 20884516 DOI: 10.1167/10.11.21  1
2010 Kozloski J, Cecchi GA. A theory of loop formation and elimination by spike timing-dependent plasticity. Frontiers in Neural Circuits. 4: 7. PMID 20407633 DOI: 10.3389/fncir.2010.00007  1
2010 Rao AR, Cecchi GA. Investigating the variation of orientation tuning in a computational model of the visual cortex Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2010.5596322  1
2010 Rao AR, Cecchi GA. An objective function utilizing complex sparsity for efficient segmentation in multi-layer oscillatory networks International Journal of Intelligent Computing and Cybernetics. 3: 173-206. DOI: 10.1108/17563781011049160  1
2010 Rish I, Cecchi GA, Baliki MN, Apkarian AV. Sparse regression models of pain perception Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6334: 212-223. DOI: 10.1007/978-3-642-15314-3_20  1
2009 Cecchi GA, Garg R, Rao AR. A cluster overlap measure for comparison of activations in fMRI studies. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12: 1018-25. PMID 20426088 DOI: 10.1007/978-3-642-04268-3_125  1
2009 Magnasco MO, Piro O, Cecchi GA. Self-tuned critical anti-Hebbian networks. Physical Review Letters. 102: 258102. PMID 19659122 DOI: 10.1103/PhysRevLett.102.258102  1
2009 Carroll MK, Cecchi GA, Rish I, Garg R, Rao AR. Prediction and interpretation of distributed neural activity with sparse models. Neuroimage. 44: 112-22. PMID 18793733 DOI: 10.1016/j.neuroimage.2008.08.020  1
2009 Rao AR, Cecchi GA. An optimization approach to understanding structure-function relationships in the visual cortex Proceedings of the International Joint Conference On Neural Networks. 2603-2610. DOI: 10.1109/IJCNN.2009.5178746  1
2009 Rao AR, Cecchi G. Self-organizing map simulations confirm similarity of spatial correlation structure in natural images and cortical representations Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5768: 587-597. DOI: 10.1007/978-3-642-04274-4_61  1
2009 Cecchi GA, Rish I, Thyreau B, Thirion B, Plaze M, Paillere-Martinot ML, Martelli C, Martinot JL, Poline JB. Discriminative network models of schizophrenia Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 252-260.  1
2008 Ma'ayan A, Cecchi GA, Wagner J, Rao AR, Iyengar R, Stolovitzky G. Ordered cyclic motifs contribute to dynamic stability in biological and engineered networks. Proceedings of the National Academy of Sciences of the United States of America. 105: 19235-40. PMID 19033453 DOI: 10.1073/pnas.0805344105  1
2008 Rao AR, Cecchi GA, Peck CC, Kozloski JR. Unsupervised segmentation with dynamical units. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 19: 168-82. PMID 18269948 DOI: 10.1109/TNN.2007.905852  1
2008 Xiao Y, Rao R, Cecchi G, Kaplan E. Improved mapping of information distribution across the cortical surface with the support vector machine. Neural Networks : the Official Journal of the International Neural Network Society. 21: 341-8. PMID 18249089 DOI: 10.1016/j.neunet.2007.12.022  1
2008 Cecchi GA, Rao AR, Xiao Y, Kaplan E. Statistics of natural scenes and the cortical representation of color Proceedings of Spie - the International Society For Optical Engineering. 6806. DOI: 10.1117/12.769003  1
2008 Cecchi GA, Garg R, Ravishankar Rao A. Inferring brain dynamics using Granger causality on FMRI data 2008 5th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Proceedings, Isbi. 604-607. DOI: 10.1109/ISBI.2008.4541068  1
2008 Ravishankar Rao A, Cecchi GA, Peck CC, Kozloski JR. Efficient segmentation in multi-layer oscillatory networks Proceedings of the International Joint Conference On Neural Networks. 2966-2973. DOI: 10.1109/IJCNN.2008.4634215  1
2008 Peck C, Kozloski J, Cecchi G, Hill S, Schürmann F, Markram H, Rao R. Network-related challenges and insights from neuroscience Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5151: 67-78. DOI: 10.1007/978-3-540-92191-2_7  1
2008 Rao AR, Cecchi G. Spatio-temporal dynamics during perceptual processing in an oscillatory neural network Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5164: 685-694. DOI: 10.1007/978-3-540-87559-8_71  1
2008 Rish I, Grabarnik G, Cecchi G, Pereira F, Gordon GJ. Closed-form supervised dimensionality reduction with generalized linear models Proceedings of the 25th International Conference On Machine Learning. 832-839.  1
2007 Rao AR, Cecchi GA, Magnasco M. High performance computing environment for multidimensional image analysis. Bmc Cell Biology. 8: S9. PMID 17634099 DOI: 10.1186/1471-2121-8-S1-S9  1
2007 Cecchi GA, Rao AR, Centeno MV, Baliki M, Apkarian AV, Chialvo DR. Identifying directed links in large scale functional networks: application to brain fMRI. Bmc Cell Biology. 8: S5. PMID 17634095 DOI: 10.1186/1471-2121-8-S1-S5  1
2007 Xiao Y, Rao R, Cecchi G, Kaplan E. Cortical representation of information about visual attributes: One network or many? Ieee International Conference On Neural Networks - Conference Proceedings. 1785-1789. DOI: 10.1109/IJCNN.2007.4371228  1
2007 Kozloski J, Cecchi G, Peck C, Ravishankar Rao A. Topographic infomax in a neural multigrid Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4492: 500-509.  1
2007 Ravishankar Rao A, Cecchi G, Peck C, Kozloski J. Emergence of topographic cortical maps in a parameterless local competition network Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4492: 552-561.  1
2006 Liu Y, Cecchi GA, Rao AR, Kozloski J, Peck CC. Inference and segmentation in cortical processing Proceedings of Spie - the International Society For Optical Engineering. 6057. DOI: 10.1117/12.650804  1
2006 Ravishankar Rao A, Cecchi GA, Peck CC, Kozloski JR. Translation invariance in a network of oscillatory units Proceedings of Spie - the International Society For Optical Engineering. 6064. DOI: 10.1117/12.648229  1
2006 Ravishankar Rao A, Cecchi GA, Peck CC, Kozloski JR. An optimization approach to achieve unsupervised segmentation and binding in a dynamical network Ieee International Conference On Neural Networks - Conference Proceedings. 4159-4166.  1
2005 Colombini B, Bagni MA, Berlinguer Palmini R, Cecchi G. Crossbridge formation detected by stiffness measurements in single muscle fibres. Advances in Experimental Medicine and Biology. 565: 127-40; discussion 1. PMID 16106971  0.01
2005 Bagni MA, Cecchi G, Colombini B. Crossbridge properties investigated by fast ramp stretching of activated frog muscle fibres. The Journal of Physiology. 565: 261-8. PMID 15774512 DOI: 10.1113/jphysiol.2005.085209  0.01
2005 Eguíluz VM, Chialvo DR, Cecchi GA, Baliki M, Apkarian AV. Scale-free brain functional networks. Physical Review Letters. 94: 018102. PMID 15698136 DOI: 10.1103/PhysRevLett.94.018102  1
2005 Rao AR, Cecchi G, Peck C, Kozloski J. A model of the formation of a self-organized cortical representation of color Proceedings of Spie - the International Society For Optical Engineering. 5666: 17-26. DOI: 10.1117/12.585526  1
2005 Cecchi GA, Magnasco MO. Computational models of adult neurogenesis Physica a: Statistical Mechanics and Its Applications. 356: 43-47. DOI: 10.1016/j.physa.2005.05.010  1
2005 Rao AR, Cecchi G, Peck C, Kozloski J. Evaluation of the effect of input stimuli on the quality of orientation maps produced through self organization Lecture Notes in Computer Science. 3540: 810-820.  1
2003 Peck CC, Kozloski J, Rao AR, Cecchi GA. Simulation infrastructure for modeling large scale neural systems Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2660: 1127-1136.  1
2002 Bagni MA, Cecchi G, Colombini B, Colomo F. A non-cross-bridge stiffness in activated frog muscle fibers. Biophysical Journal. 82: 3118-27. PMID 12023235 DOI: 10.1016/S0006-3495(02)75653-1  0.01
2002 Sigman M, Cecchi GA. Global organization of the Wordnet lexicon. Proceedings of the National Academy of Sciences of the United States of America. 99: 1742-7. PMID 11830677 DOI: 10.1073/pnas.022341799  1
2001 Cecchi GA, Petreanu LT, Alvarez-Buylla A, Magnasco MO. Unsupervised learning and adaptation in a model of adult neurogenesis. Journal of Computational Neuroscience. 11: 175-82. PMID 11717533 DOI: 10.1023/A:1012849801892  1
2001 Gardner T, Cecchi G, Magnasco M, Laje R, Mindlin GB. Simple motor gestures for birdsongs. Physical Review Letters. 87: 208101. PMID 11690514  1
2001 Sigman M, Cecchi GA, Gilbert CD, Magnasco MO. On a common circle: natural scenes and Gestalt rules. Proceedings of the National Academy of Sciences of the United States of America. 98: 1935-40. PMID 11172054 DOI: 10.1073/pnas.031571498  1
2000 Chialvo DR, Cecchi GA, Magnasco MO. Noise-induced memory in extended excitable systems. Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 61: 5654-7. PMID 11031622  1
2000 Cecchi GA, Sigman M, Alonso JM, Martínez L, Chialvo DR, Magnasco MO. Noise in neurons is message dependent. Proceedings of the National Academy of Sciences of the United States of America. 97: 5557-61. PMID 10792057 DOI: 10.1073/pnas.100113597  1
1999 Cecchi GA, Ribeiro S, Mello CV, Magnasco MO. An automated system for the mapping and quantitative analysis of immunocytochemistry of an inducible nuclear protein. Journal of Neuroscience Methods. 87: 147-58. PMID 11230811 DOI: 10.1016/S0165-0270(98)00179-4  1
1998 Ribeiro S, Cecchi GA, Magnasco MO, Mello CV. Toward a song code: evidence for a syllabic representation in the canary brain. Neuron. 21: 359-71. PMID 9728917  1
1996 Cecchi GA, Magnasco MO. Negative resistance and rectification in Brownian transport. Physical Review Letters. 76: 1968-1971. PMID 10060566  1
1996 Stolovitzky G, Cecchi G. Efficiency of DNA replication in the polymerase chain reaction. Proceedings of the National Academy of Sciences of the United States of America. 93: 12947-52. PMID 8917524 DOI: 10.1073/pnas.93.23.12947  1
1993 Cecchi GA, Gonzalez DL, Magnasco MO, Mindlin GB, Piro O, Santillan AJ. Periodically kicked hard oscillators. Chaos (Woodbury, N.Y.). 3: 51-62. PMID 12780014 DOI: 10.1063/1.165978  1
1992 Bagni MA, Cecchi G, Colomo F, Garzella P. Are weakly binding bridges present in resting intact muscle fibers? Biophysical Journal. 63: 1412-5. PMID 1477287 DOI: 10.1016/S0006-3495(92)81718-6  0.01
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