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Stefano Panzeri

Senior Scientist
Senior Researcher Tenured - Principal Investigator
Neural Computation
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About

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. He has held tenured Faculty positions as assistant, associate and full professor at the Universities of Manchester and Glasgow. He has been visiting scientist at the Max Planck Institute for Biological Cybernetics and at Harvard Medical School. He served 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 and of Journal of Neuroscience methods. 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 works as Senior Scientist (with Tenure) and directs the Laboratory of Neural Computation. 

Selected Publications:

J-F Patri, A. Cavallo, K. Pullar, M. Soriano, M. Valente, A. Koul, A. Avenanti, S. Panzeri*, C. Becchio* (2020) Transient disruption of the inferior parietal lobule impairs the ability to attribute intention to action. Current Biology 30: 4594-4605. * Senior and corresponding authors, equal contribution

S. Pashkovski, G. Iurilli, D. Brann, D. Chicharro, K. Drummey, .K. Franks, S. Panzeri, S.R. Datta (2020). Structure and flexibility in cortical representations of odour space. Nature: 583: 253-258 doi:  https://doi.org/10.1038/s41586-020-2451-1

Zaldivar, D., Goense, J., Lowe, S.C., Logothetis, N.K., and Panzeri, S. (2018) Dopamine Is Signaled by Mid-frequency Oscillations and Boosts Output Layers Visual Information in Visual Cortex. Current Biology 28: 224-235, https://doi.org/10.1016/j.cub.2017.12.006.

Runyan C. A., Piasini E., Panzeri S*., Harvey C. D*. (2017) Distinct timescales of population coding across cortex, Nature: 548: 92-96 * = co-corresponding author

Giordano B. L., Ince R. A. A., Gross J., Schyns P. G., Panzeri S., Kayser C. (2017) Contributions of local speech encoding and functional connectivity to audio-visual speech perception, eLIFE, vol. 6, pp. e24763

S. Tafazoli, H. Safaai, G. De Franceschi, FB Rosselli, W Vanzella, M Riggi, F Buffolo, S Panzeri and D Zoccolan (2017) Emergence of transformation-tolerant representations of visual objects in rat lateral extrastriate cortex. eLIFE 6: e22794

Onken A., Panzeri S. (2016) Mixed vine copulas as joint models of spike counts and local field potentials. Advances in Neural Information Processing Systems 29 (NIPS 2016) 1325–1333

D Fasoli, A. Cattani, S. Panzeri (2016) The complexity of dynamics in small neural circuits. PLoS Computational Biology, 12(8): e1004992.

Besserve M, Lowe S, Logothetis NK, Scholkopf B, Panzeri S (2015) Shifts of gamma phase across primary visual cortical sites reflect dynamic stimulus- modulated information transfer. PLoS Biology  13(9): e1002257

S. Panzeri, J.H. Macke, J. Gross, C. Kayser (2015) Neural population coding: combining insights from microscopic and mass signals, Trends in Cognitive Sciences 19: 162-172

Einevoll, Kayser C., Logothetis N. K., Panzeri S. (2013) Modelling and analysis of local field potentials for studying the function of cortical circuits, Nature Reviews Neuroscience, vol. 14, pp. 770-785

Kayser C, Ince RAA, Panzeri S (2012). Analysis of slow (theta) oscillations as a potential temporal reference frame for information coding in sensory cortices. PLoS Computational Biology 8 (10), e1002717

Mazzoni A, Whittingstall K, Brunel N, Logothetis NK, Panzeri S (2010) Understanding the relationships between spike rate and delta/gamma frequency bands of LFPs and EEGs using a local cortical network model. Neuroimage 52: 956–972

Quian Quiroga R, Panzeri S (2009) Extracting information from neuronal populations: information theory and decoding approaches. Nature Reviews Neuroscience 10: 173-185

Belitski A, Gretton A, Magri C, Murayama Y, Montemurro MA, Logothetis NK, Panzeri S (2008) Low-frequency local field potentials and spikes in primary visual cortex convey independent visual information. J Neurosci 28: 5696-5709

Panzeri S, Petersen R, Schultz SR, Lebedev M, Diamond ME (2001) The role of spike timing in the coding of stimulus location in rat somatosensory cortex. Neuron 29: 769-777 

Top Publications
2021
Ferro D., van Kempen J., Boyd M., Panzeri S., Thiele A.
Directed information exchange between cortical layers in macaque V1 and V4 and its modulation by selective attention
Proceedings of the National Academy of Sciences of the United States of America, vol. 118, (no. 12)
Article Journal
2020
Trakoshis S., Martinez-Canada P., Rocchi F., Canella C., You W., Chakrabarti B., Ruigrok A.N., Bullmore E.T., Suckling J., Markicevic M., Zerbi V., Bailey A.J., Baron-Cohen S., Bolton P.F., Bullmore E.T., Carrington S., Catani M., Chakrabarti B., Craig M.C., Daly E.M., Deoni S.C., Ecker C., Happe F., Henty J., Jezzard P., Johnston P., Jones D.K., Lai M.-C., Lombardo M.V., Madden A., Mullins D., Murphy C.M., Murphy D.G., Pasco G., Ruigrok A.N., Sadek S.A., Spain D., Stewart R., Suckling J., Wheelwright S.J., Williams S.C., Baron-Cohen S., Gozzi A., Lai M.-C., Panzeri S., Lombardo M.V.
Intrinsic excitation-inhibition imbalance affects medial prefrontal cortex differently in autistic men versus women
eLife, vol. 9
Article Journal
2020
Chong E., Moroni M., Wilson C., Shoham S., Panzeri S., Rinberg D.
Manipulating synthetic optogenetic odors reveals the coding logic of olfactory perception
Science, vol. 368, (no. 6497)
2020
Pashkovski S.L., Iurilli G., Brann D., Chicharro D., Drummey K., Franks K., Panzeri S., Datta S.R.
Structure and flexibility in cortical representations of odour space
Nature, vol. 583, (no. 7815), pp. 253-258
Article Journal
2020
Patri J.-F., Cavallo A., Pullar K., Soriano M., Valente M., Koul A., Avenanti A., Panzeri S., Becchio C.
Transient Disruption of the Inferior Parietal Lobule Impairs the Ability to Attribute Intention to Action
Current Biology, vol. 30, (no. 23), pp. 4594-4605.e7
Article Journal