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Stefano Panzeri's foto

Stefano Panzeri

Director of the Neural Computation Laboratory

Senior Researcher

Neural Computation


Address Italian Institute of Technology Center for Neuroscience and Cognitive Systems @ UniTn, Corso Bettini 31, Rovereto (Tn)
City Rovereto (Tn) ZIP Code 16163
Country Italy
Mobile Phone +39 3316933490

Bio

Stefano Panzeri received a Laurea in Physics from the University of Torino, and a PhD in Computational Neuroscience from SISSA, Trieste, Italy.

He has held personal Research Fellowship awards in both theoretical physics and computational neuroscience, including an INFN junior Fellowship in Theoretical Physics at Turin University, an EU Marie Curie postdoctoral Fellowship at the University of Oxford, and an MRC Research Fellowship in Neuroinformatics at the University of Newcastle. Since 2002, he has been a Faculty member at the University of Manchester, where from 2007 he was promoted to a Readership. He serves as Deputy Chair of the UK Medical Research Council panel for fellowships in Bioinformatics and Neuroinformatics; as a member of the UK EPSRC Review College, and as an editor of the journal Frontiers in Systems Neuroscience.

His research lies at the interface between theory and experiment and aims at understanding the principles of cortical information processing by developing new quantitative data analysis techniques based on the principles of Information Theory and by developing computational models of neural network function. At IIT, he set up the the Laboratory of Brain Signals Analysis, which has the purpose to develop techniques to decode the information content of the brain recordings used to drive brain-machine interfaces.

Stefano Panzeri received a Laurea in Physics from the University of Torino, and a PhD in Computational Neuroscience from SISSA, Trieste, Italy.

He has held personal Research Fellowship awards in both theoretical physics and computational neuroscience, including an INFN junior Fellowship in Theoretical Physics at Turin University, an EU Marie Curie postdoctoral Fellowship at the University of Oxford, and an MRC Research Fellowship in Neuroinformatics at the University of Newcastle. Since 2002, he has ...

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IIT Publications

  • 2013 - A methodology for assessing the effect of correlations among muscle synergy activations on task-discriminating information
    *Delis I., *Berret B., *Pozzo T. and *Panzeri S.
    Frontiers in Computational Neuroscience, vol. 7, (no. 54), pp. 1-16, 1662-5188
  • 2013 - Assessing the role of synchronization and phase coherence in neural communication comparing cortical recordings and integrate-and-fire network models
    *Chicharro D., Kayser C. and *Panzeri S.
    BMC Neuroscience, vol. 14, (no. Suppl. 1), pp. P306, 1471-2202
  • 2013 - Decoding and information theory in neuroscience
    Quian Quiroga R. and *Panzeri S.
    Principles of Neural Coding, pp. 139-162, 1439853304
  • 2013 - Information content of Local Field Potentials: experiments and models
    *Mazzoni A., Logothetis N. K. and *Panzeri S.
    Principles of Neural Coding, pp. 411-430, 1439853304
  • 2013 - Investigating reduction of dimensionality during single-joint elbow movements: a case study on muscle synergies
    *Chiovetto E., *Delis I., *Berret B., *Panzeri S. and *Pozzo T.
    Frontiers in Computational Neuroscience, vol. 7, pp. 11, 1662-5188
  • 2013 - Modelling and analysis of local field potentials for studying the function of cortical circuits
    Einevoll G. T., Kayser C., Logothetis N. K. and Panzeri S.
    Nature Reviews Neuroscience, vol. 14, pp. 770-785, 1471-0048
  • 2013 - Muscle synergies in neuroscience and robotics from input-space to task-space perspectives
    *Alessandro C., *Delis I., *Nori F., *Panzeri S. and Berret B.
    Frontiers in Computational Neuroscience, vol. 7, (no. 8), pp. 43, 1662-5188
  • 2013 - Neural Codes Formed by Small and Temporally Precise Populations in Auditory Cortex
    Ince R. A. A., *Panzeri S. and Kayser C.
    Journal of Neuroscience, vol. 33, pp. 18277-18287, 1529-2401
  • 2013 - Principles of Neural Coding
    Quian Quiroga R. and *Panzeri S.
    , CRC Press, Taylor and Francis Group
  • 2013 - Quantitative evaluation of muscle synergy models: a single-trial task decoding approach
    *Delis I., *Berret B., *Pozzo T. and *Panzeri S.
    Frontiers in Computational Neuroscience, vol. 7, (no. 8), pp. 20, 1662-5188
  • 2013 - Speech Rhythms and Multiplexed Oscillatory Sensory Coding in the Human Brain
    Gross J., Hoogenboom N, Thut G., Schyns P. S., *Panzeri S., Belin P. and Garrod S.
    PLoS Biology, pp. e1001752, 1545-7885
  • 2013 - Spike timing in rat somatosensory cortex contributes to behavior
    Yanfang Z., *Mazzoni A., Notaro G., *Panzeri S. and Diamond M. E.
    BMC Neuroscience, vol. 14, (no. Suppl. 1), pp. P109, 1471-2202
  • 2012 - A bi-directional BMI algorithm with artificial sensory information
    *Vato A., *Szymanski F. D., *Semprini M., Mussa Ivaldi F. A. and *Panzeri S.
    AREADNE 2012 Research in Encoding And Decoding of Neural Ensembles
  • 2012 - A novel test to determine the significance of neural selectivity to single and multiple potentially correlated stimulus features
    Ince R. A. A., *Mazzoni A., Bartels A., Logothetis N. K. and *Panzeri S.
    Journal of Neuroscience Methods, vol. 210, (no. 1), pp. 49-65, 0165-0270
  • 2012 - Algorithms for shaping the dynamics of a bidirectional neural interface
    *Semprini M., *Szymanski F. D., Grussu F., Mussa Ivaldi F. A., *Panzeri S. and *Vato A.
    22nd Annual Conference of the Society for the Neural Control of Movement, Venice,Italy
  • 2012 - Analysis of slow (theta) oscillations as a potential temporal reference frame for information coding in sensory cortices
    Kayser C., Ince R. A. A. and *Panzeri S.
    PLoS Computational Biology, vol. 8, (no. 10), pp. e1002717
  • 2012 - Interplay between Endogenous and Exogenous Rhythms in Recurrent Networks with Conductance-Based neurons
    *Cavallari S., *Mazzoni A. and *Panzeri S.
    10th International Workshop Neural Coding 2012, Prague
  • 2012 - Neurons with stereotyped and rapid responses provide a reference frame for relative temporal coding in primate auditory cortex
    Brasselet R., *Panzeri S., Logothetis N. K. and Kayser C.
    Journal of Neuroscience, vol. 32, (no. 9), pp. 2998-3008, 1529-2401
  • 2012 - Noradrenergic neurons of the locus coeruleus are phase locked to cortical up-down states during sleep
    Eschenko O., Magri C., *Panzeri S. and Sara S. J.
    Cerebral Cortex, vol. 22, (no. 2), pp. 426-435, 1460-2199
  • 2012 - Optimal Band Separation of Extracellular Field Potentials
    Magri C., *Mazzoni A., Logothetis N. K. and *Panzeri S.
    Journal of Neuroscience Methods, vol. 210, (no. 1), pp. 66-78, 0165-0270
  • 2012 - PPy-CNTs coating increases the sensitivity of extracellular neuronal recordings in vivo
    *Maggiolini E., *Ansaldo A., *Castagnola E., *Mazzoni A., *Angotzi G. N., *Semprini M., *Vato A., Bonfanti A., Zambra G., Spinelli A. S., *Panzeri S., *Ricci D. and *Fadiga L.
    Annual Meeting of the Society for Neuroscience 2012, New Orleans, October 13-17 2012
  • 2012 - Shaping the Dynamics of a Bidirectional Neural Interface
    *Vato A., *Semprini M., *Maggiolini E., *Szymanski F. D., *Fadiga L., *Panzeri S. and Mussa Ivaldi F. A.
    PLoS Computational Biology, vol. 8, (no. 7), pp. e1002578
  • 2012 - The amplitude and timing of the BOLD signal reflects the relationship between Local Field Potential power at different frequencies
    Magri C., Schridde A., Murayama Y., *Panzeri S. and Logothetis N. K.
    Journal of Neuroscience, vol. 32, (no. 4), pp. 1395-1407, 1529-2401
  • 2011 - Carbon nanotube composite coating of neural microelectrodes preferentially improves the multiunit signal-to-noise ratio
    *Baranauskas G., *Maggiolini E., *Castagnola E., *Ansaldo A., *Mazzoni A., *Angotzi G. N., *Vato A., *Ricci D., *Panzeri S. and *Fadiga L.
    Journal of Neural Engineering, vol. 8, (no. 6), pp. 066013, 1741-2552
  • 2011 - Cortical dynamics during naturalistic sensory stimulations: experiments and models
    *Mazzoni A., Brunel N., *Cavallari S., Logothetis N. K. and *Panzeri S.
    Journal of Physiology-PARIS, vol. 105, (no. 1-3), pp. 2-15, 0928-4257
  • 2011 - Dynamic Brain Machine Interface: A Novel Paradigm for Bidirectional Interaction between Brains and Dynamical Systems
    Szymanski F. D., Semprini M., Mussa Ivaldi F. A., Fadiga L., Panzeri S. and Vato A.
    33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11), Boston, Massachusetts USA, 30.08.2011-03.09.2011
  • 2011 - Investigating static nonlinearities in neurovascular coupling
    Magri C., Logothetis N. K. and *Panzeri S.
    Magnetic Resonance Imaging, vol. 29, (no. 10), pp. 1358-1364
  • 2011 - Local field potential phase and spike timing convey information about different visual features in primary visual cortex
    Mazzoni A., Kayser C., Murayama Y., Martinez J., Quian Quiroga R., Logothetis N. K. and Panzeri S.
    Twentieth Annual Computational Neuroscience Meeting, Stockholm, Sweden - 23-28 july 2011
  • 2011 - Low frequency local field potentials in the inferior convexity of the macaque prefrontal cortex convey visual information during anesthesia
    Crocker B., Kapoor V., Panzeri S., Logothetis N. K. and Panagiotaropoulos F.
    2011 Neuroscience Meeting Planner, Washington, DC
  • 2011 - Neurons in primary visual cortex encode naturalistic visual information using multiple temporal scales
    Panzeri S., Mazzoni A., Kayser C., Murayama Y., Quian Quiroga R., Martinez J. and Logothetis N. K.
    41st Annual Meeting of the Society for Neuroscience (Neuroscience 2011), Washington, DC, USA
  • 2011 - Optimal Band Separation of Local Field Potentials
    Magri C., Mazzoni A., Logothetis N. K. and Panzeri S.
    41st Annual Meeting of the Society for Neuroscience (Neuroscience 2011), Washington, DC, USA
  • 2011 - Spatiotemporal mapping of rhythmic activity in the inferior convexity of the macaque prefrontal cortex
    Panagiotaropoulos F., Besserve M., Crocker B., Kapoor V., Tolias A., *Panzeri S. and Logothetis N. K.
    2011 Neuroscience Meeting Planner, (no. 239.15), Washington, DC
  • 2011 - Stimulus encoding in temporal firing patterns relative to population-derived stimulus onset times
    Brasselet R., Panzeri S., Logothetis N. K. and Kayser C.
    2011 Neuroscience Meeting Planner, vol. 41, (no. 480.60), Washington, DC
  • 2011 - The dynamics of local field potential in monkey primary visual cortex under naturalistic stimulation is well captured by a model network of excitatory and inhibitory integrate-and-fire neurons
    Barbieri F., Mazzoni A., Logothetis N. K., Panzeri S. and Brunel N.
    41st Annual Meeting of the Society for Neuroscience (Neuroscience 2011), Washington, DC, USA
  • 2011 - The Laminar and Temporal Structure of Stimulus Information in the Phase of Field Potentials of Auditory Cortex
    *Szymanski F. D., Rabinowitz N., *Magri C., *Panzeri S. and *Schnupp W. J. H.
    Journal of Neuroscience, vol. 31, (no. 44), pp. 15787-15801, 1529-2401
  • 2011 - The role of phase of firing and spike times in encoding naturalistic sensory stimuli
    *Panzeri S.
    2011 Neuroscience Meeting Planner, pp. 314.05, Washington, DC
  • 2010 - A Parametric Study of Information Transfer between Stimulating and Recording Electrodes in a Closed Loop Brain Machine Interface
    Semprini M., Maggiolini E., Panzeri S., Mussa Ivaldi F. A., Fadiga L. and Vato A.
    Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, June 17-20, 2010
  • 2010 - A study of how to optimally transfer information between stimulating and recording electrodes in a closed loop brain machine interface
    Semprini M., Szymanski F. D., Maggiolini E., Mussa Ivaldi F. A., Fadiga L., Panzeri S. and Vato A.
    2010 Annual Meeting of the Society for Neuroscience, San Diego California, USA, November 13-17, 2010
  • 2010 - Causal relationships between frequency bands of extracellular signals in visual cortex revealed by an information theoretic analysis
    Besserve M., Schölkopf B., Logothetis N. K. and Panzeri S.
    Journal of Computational Neuroscience, vol. 29, pp. 547-566, 1573-6873
  • 2010 - Decoding complex sound from auditory cortex responses without knowledge of precise stimulus timing
    Kayser C., Panzeri S. and Logothetis N. K.
    Frontiers in Computational Neuroscience, Berlin, Germany, 27 Sep - 1 Oct, 1662-5188
  • 2010 - Dynamic shaping: A new paradigm for bidirectional brain-machine interfaces
    Vato A., Semprini M., Maggiolini E., Fadiga L., Panzeri S. and Mussa Ivaldi F. A.
    2010 Annual Meeting of the Society for Neuroscience, San Diego California, USA, November 13-17, 2010
  • 2010 - Information carried by population spike times in the whisker sensory cortex can be decoded without knowledge of stimulus time
    Panzeri S. and Diamond M. E.
    Frontiers in Synaptic Neuroscience, vol. 2, (no. 17), 1663-3563
  • 2010 - Information theoretic methods for studying population codes
    Ince R. A. A., Senatore R., Arabzadeh E., Montani F., Diamond M. E. and Panzeri S.
    Neural Networks, vol. 23, pp. 713 - 727, 0893-6080
  • 2010 - Laminar and Temporal Distribution of Stimulus Information in Local Field Potentials
    Szymanski F. D., Magri C., Rabinowitz N., Panzeri S. and Schnupp W. J. H.
    Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, June 17-20, 2010
  • 2010 - Millisecond encoding precision of auditory cortex neurons
    Kayser C., Logothetis N. K. and *Panzeri S.
    Proceedings of the National Academy of Sciences of the United States of America, vol. 107, 0027-8424
  • 2010 - Naturalistic stimulus trains evoke reproducible subicular responses both within and between animals in vivo
    Tunstall B., Agnew Z. K., Panzeri S. and Gigg J.
    Hippocampus, vol. 20, pp. 252-263
  • 2010 - Neurons in primary visual cortex encode naturalistic visual information using multiple temporal scales
    Mazzoni A., Kayser C., Murayama Y., Martinez J., Quian Quiroga R., Logothetis N. K. and Panzeri S.
    Bernstein Congress on Computational Neuroscience 2010, Berlin, Germany, 27 Sep - 1 Oct
  • 2010 - New perspectives on the dialogue between brains and machines
    Mussa Ivaldi F. A., Alford S. T., Chiappalone M., Fadiga L., Karniel A., Kositsky M., Maggiolini E., Panzeri S., Sanguineti V., Semprini M. and Vato A.
    Frontiers in Neuroscience, vol. 4, (no. 1), pp. 44-52, 1662-453X
  • 2010 - Open source tools for the information theoretic analysis of neural data
    Ince R. A. A., Mazzoni A., Petersen R. S. and Panzeri S.
    Frontiers in Neuroscience, vol. 4, (no. 1), pp. 62-70, 1662-453X
  • 2010 - Population Coding
    Panzeri S., Montani F., Notaro G., Magri C. and Petersen R. S.
    Analysis of Parallel Spike Trains, pp. in press, Springer
  • 2010 - Primary visual cortex encodes complementary information about naturalistic movies at different temporal scales
    Mazzoni A., Kayser C., Murayama Y., Martinez J., Quian Quiroga R., Logothetis N. K. and Panzeri S.
    Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, June 17-20, 2010
  • 2010 - Sensory information in local field potentials and spikes from visual and auditory cortices: time scales and frequency bands
    Belitski A., Panzeri S., Magri C., Logothetis N. K. and Kayser C.
    Journal of Computational Neuroscience, vol. 29, pp. 533-545, 1573-6873
  • 2010 - Sensory Input Drives Multiple Intracellular Information Streams in Somatosensory Cortex
    Alenda A., Molano Mazon M., Panzeri S. and Maravall M.
    Journal of Neuroscience, vol. 30, (no. 32), pp. 10872-10884, 1529-2401
  • 2010 - Sensory neural codes using multiplexed temporal scales
    Panzeri S., Brunel N., Logothetis N. K. and Kayser C.
    Trends in Neurosciences, vol. 33, pp. 111-120, 1878-108X
  • 2010 - Temporal patterns of neural activity in rat somatosensory cortex correlate with trial-to-trial perceptual judgements in a two texture discrimination task
    Notaro G., von Heimendahl M., Itskov P. M., Diamond M. E. and Panzeri S.
    Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, June 17-20, 2010
  • 2010 - Testing Methodologies for the Nonlinear Analysis of Causal Relationships in Neurovascular Coupling
    Ludtke N., Logothetis N. K. and Panzeri S.
    Magnetic Resonance Imaging, vol. 28, pp. 1113-1119
  • 2010 - The Millisecond Precision of Auditory Cortex Neurons
    Kayser C., Logothetis N. K. and Panzeri S.
    Proceedings of the National Academy of Sciences of the United States of America, vol. 107, pp. 16976-16981, 0027-8424
  • 2010 - Understanding the relationships between spike rate and delta/gamma frequency bands of LFPs and EEGs using a local cortical network model
    Mazzoni A., Whittingstall K., Brunel N., Logothetis N. K. and Panzeri S.
    Neuroimage, vol. 52, (no. 3), pp. 956-972, 1053-8119
  • 2010 - Visual enhancement of the information representation in auditory cortex
    Kayser C., Logothetis N. K. and Panzeri S.
    Current Biology, vol. 20, pp. 19-24, Cell Press, 0960-9822
  • 2010 - Visual influences on information representations in auditory cortex
    Kayser C., Logothetis N. K. and Panzeri S.
    Computational and Systems Neuroscience (COSYNE 2010), Vancouver
  • 2009 - A Global Sensitivity Index for Biophysically Detailed Cardiac Cell Models: A Computational Approach
    Kharche S., Ludtke N., Panzeri S. and Zhang H.
    Lecture Notes in Computer Science, vol. 5528, pp. 366-375, 978-3-540-38625-4
  • 2009 - A toolbox for the fast information analysis of multiple-site LFP, EEG and spike train recordings
    Magri C., Whittingstall K., Singh V., Logothetis N. K. and Panzeri S.
    BMC Neuroscience, vol. 10, (no. 1), pp. 81, 1471-2202
  • 2009 - An information theoretic library for the analysis of neural codes
    Ince R. A. A., Bartolozzi C. and Panzeri S.
    The Neuromorphic Engineer
  • 2009 - An Information Theoretical Analysis of neural coding of reach-to-grasp
    Montani F., Oleynik A., Caselli L., Magri C., Panzeri S. and Fadiga L.
    2nd INCF Congress of Neuroinformatics, Pilsen, Czech Republic
  • 2009 - Auditory information coding is boosted by nested spike-phase and spike-pattern codes
    Kayser C., Montemurro M. A., Logothetis N. K. and Panzeri S.
    Neuron, vol. 61, pp. 597-608, 1097-4199
  • 2009 - Extracting information from neuronal populations: information theory and decoding approaches
    Quian Quiroga R. and Panzeri S.
    Nature Reviews Neuroscience, vol. 10, (no. 2), pp. 173-185, 1471-0048
  • 2009 - Information breakdown analysis of simultaneous neural recordings: tools for the study of neural codes
    Magri C., Whittingstall K., Singh V., Logothetis N. K. and Panzeri S.
    2nd INCF Congress of Neuroinformatics, Pilsen, Czech Republic
  • 2009 - Information content and robustness of various types of codes in integrate and fire networks presented with naturalistic stimuli
    Mazzoni A., Brunel N., Kayser C., Magri C., Logothetis N. K. and Panzeri S.
    BMC Neuroscience, July 18th - 23rd 2009, Berlin, Germany, 1471-2202
  • 2009 - Neural coding and contextual influences in the whisker system
    Petersen R. S., Panzeri S. and Maravall M.
    Biological Cybernetics, vol. 100, (no. 1), pp. 427-446
  • 2009 - On the presence of high-order interactions among somatosensory neurons and their effect on information transmission
    Ince R. A. A., Montani F., Arabzadeh E., Diamond M. E. and Panzeri S.
    Journal of Physics Conference Series, vol. 197
  • 2009 - Python for information theoretic analysis of neural data
    Ince R. A. A., Petersen R. S., Swan D. C. and Panzeri S.
    Frontiers in Neuroinformatics, vol. 3, pp. 4, 1662-5196
  • 2009 - Spike-Phase Coding Boosts and Stabilizes Information Carried by Spatial and Temporal Spike Patterns
    Kayser C., Montemurro M. A., Logothetis N. K. and *Panzeri S.
    Neuron, vol. 61, 1097-4199
  • 2009 - The impact of high-order interactions on the rate of synchronous discharge and information transmission in somatosensory cortex
    Montani F., Ince R. A., Senatore R., Arabzadeh E., Diamond M. E. and Panzeri S.
    Philosophical Transactions of the Royal Society A-Mathematical Phisical and Engineering Sciences, vol. 367, pp. 3297-3310
  • 2008 - Decoding population neuronal responses by topological clustering
    Yin H., Panzeri S., Mehboob Z. and Diamond M. E.
    18th international conference on Artificial Neural Networks, Part II, vol. 5164, pp. 547-556, Prague, Czech Republic, September 3-6, 2008,
  • 2008 - Diverse and Temporally Precise Kinetic Feature Selectivity in the VPm Thalamic Nucleus
    Petersen R. S., Brambilla M., Bale M. R., Alenda A., Panzeri S., Montemurro M. A. and Maravall M.
    Neuron, vol. 60, (no. 1), pp. 890-903, 1097-4199
  • 2008 - Encoding of Naturalistic Stimuli by Local Field Potential Spectra in Networks of Excitatory and Inhibitory Neurons.
    Mazzoni A., Panzeri S., Logothetis N. K. and Brunel N.
    PLoS Computational Biology, vol. 4, pp. e1000239
  • 2008 - Low-frequency local field potentials and spikes in primary visual cortex convey independent visual information
    Belitski A., Gretton A., Magri C., Murayama Y., Montemurro M. A., Logothetis N. K. and Panzeri S.
    Journal of Neuroscience, vol. 28, (no. 1), pp. 5696-5709, 1529-2401
  • 2008 - On the use of information theory for the analysis of the relationship between neural and imaging signals
    Panzeri S., Magri C. and Logothetis N. K.
    Magnetic Resonance Imaging, vol. 26, (no. 1), pp. 1015-1025
  • 2008 - Phase-of-firing coding of natural visual stimuli in primary visual cortex.
    Montemurro M. A., Rasch M. J., Murayama Y., Logothetis N. K. and Panzeri S.
    Current Biology, vol. 18, pp. 375-380, 0960-9822
  • 2008 - Phase-of-firing visual stimuli in coding of natural primary visual cortex
    Montemurro M. A., Rasch M. J., Murayama Y., Logothetis N. K. and *Panzeri S.
    Current Biology, vol. 18, 0960-9822
  • 2008 - Sampling Bias
    Panzeri S., Magri C. and Carraro L.
    Scholarpedia, vol. 3, pp. 4258
  • 2008 - Topological clustering of synchronous spike trains
    Mehboob Z., Panzeri S., Diamond M. E. and Yin H.
    IEEE International Joint Conference on Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence), pp. 3889-3894, Hong Kong, 1-8 June 2008
  • 2013 - A methodology for assessing the effect of correlations among muscle synergy activations on task-discriminating information
    *Delis I., *Berret B., *Pozzo T. and *Panzeri S.
    Frontiers in Computational Neuroscience, vol. 7, (no. 54), pp. 1-16, 1662-5188
  • 2013 - Assessing the role of synchronization and phase coherence in neural communication comparing cortical recordings and integrate-and-fire network models
    *Chicharro D., Kayser C. and *Panzeri S.
    BMC Neuroscience, vol. 14, (no. Suppl. 1), pp. P306, 1471-2202

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