Professor Stefano Panzeri
- Honorary Senior Research Fellow (School of Psychology & Neuroscience)
email:
Stefano.Panzeri@glasgow.ac.uk
R611 Level 6, 58 Hillhead Street, Glasgow G12 8QB
Publications
2018
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(2), 224-235.e5. (doi: 10.1016/j.cub.2017.12.006) (PMID:29307559)
2017
Giordano, B. L., Ince, R. A.A. , Gross, J. , Schyns, P. G. , Panzeri, S. and Kayser, C. (2017) Contributions of local speech encoding and functional connectivity to audio-visual speech perception. eLife, 6, e24763. (doi: 10.7554/elife.24763) (PMID:28590903) (PMCID:PMC5462535)
2016
Ince, R. A.A. , Jaworska, K. , Gross, J. , Panzeri, S., Van Rijsbergen, N. J. , Rousselet, G. A. and Schyns, P. G. (2016) The deceptively simple N170 reflects network information processing mechanisms involving visual feature coding and transfer across hemispheres. Cerebral Cortex, 26(11), pp. 4123-4135. (doi: 10.1093/cercor/bhw196) (PMID:27550865) (PMCID:PMC5066825)
Delis, I., Chen, C., Jack, R. E. , Garrod, O. G.B., Panzeri, S. and Schyns, P. G. (2016) Space-by-time manifold representation of dynamic facial. Journal of Vision, 16(8), pp. 1-20. 14. (doi: 10.1167/16.8.14) (PMID:27305521) (PMCID:PMC4927208)
2015
Kayser, C., Wilson, C., Safaai, H., Sakata, S. and Panzeri, S. (2015) Rhythmic auditory cortex activity at multiple time scales shapes stimulus-response gain and background firing. Journal of Neuroscience, 35(20), pp. 7750-7762. (doi: 10.1523/JNEUROSCI.0268-15.2015) (PMID:25995464) (PMCID:PMC4438125)
Akolkar, H., Meyer, C., Clady, X., Marre, O., Bartolozzi, C., Panzeri, S. and Benosman, R. (2015) What can neuromorphic event-driven precise timing add to spike-based pattern recognition? Neural Computation, 27(3), pp. 561-593. (doi: 10.1162/NECO_a_00703) (PMID:25602775)
Panzeri, S., Macke, J. H., Gross, J. and Kayser, C. (2015) Neural population coding: combining insights from microscopic and mass signals. Trends in Cognitive Sciences, 19(3), pp. 162-172. (doi: 10.1016/j.tics.2015.01.002) (PMID:25670005) (PMCID:PMC4379382)
Lopes-dos-Santos, V., Panzeri, S., Kayser, C., Diamond, M. E. and Quian Quiroga, R. (2015) Extracting information in spike time patterns with wavelets and information theory. Journal of Neurophysiology, 113(3), pp. 1015-1033. (doi: 10.1152/jn.00380.2014)
Delis, I., Panzeri, S., Pozzo, T. and Berret, B. (2015) Task-discriminative space-by-time factorization of muscle activity. Frontiers in Human Neuroscience, 9, 399. (doi: 10.3389/fnhum.2015.00399) (PMID:26217213) (PMCID:PMC4498381)
Ince, R. A.A. , Van Rijsbergen, N. J. , Thut, G. , Rousselet, G. A. , Gross, J. , Panzeri, S. and Schyns, P. G. (2015) Tracing the flow of perceptual features in an algorithmic brain network. Scientific Reports, 5, 17681. (doi: 10.1038/srep17681) (PMID:26635299) (PMCID:PMC4669501)
2014
Barbieri, F., Mazzoni, A., Logothetis, N. K., Panzeri, S. and Brunel, N. (2014) Stimulus dependence of local field potential spectra: experiment versus theory. Journal of Neuroscience, 34(44), pp. 14589-14605. (doi: 10.1523/JNEUROSCI.5365-13.2014)
Onken, A., Karunasekara, P. P. C. R., Kayser, C. and Panzeri, S. (2014) Understanding neural population coding: information theoretic insights from the auditory system. Advances in Neuroscience, 2014, 907851. (doi: 10.1155/2014/907851)
Delis, I., Jack, R. , Garrod, O., Panzeri, S. and Schyns, P. (2014) Characterizing the manifolds of dynamic facial expression categorization. Journal of Vision, 14(10), p. 1384. (doi: 10.1167/14.10.1384)
Panzeri, S., Ince, R. A.A. , Diamond, M. E. and Kayser, C. (2014) Reading spike timing without a clock: intrinsic decoding of spike trains. Philosophical Transactions of the Royal Society B: Biological Sciences, 369(1637), p. 20120467. (doi: 10.1098/rstb.2012.0467)
Delis, I., Panzeri, S., Pozzo, T. and Berret, B. (2014) A unifying model of concurrent spatial and temporal modularity in muscle activity. Journal of Neurophysiology, 111(3), pp. 675-693. (doi: 10.1152/jn.00245.2013)
Chicharro, D. and Panzeri, S. (2014) Algorithms of causal inference for the analysis of effective connectivity among brain regions. Frontiers in Neuroinformatics, 8(Art 64), (doi: 10.3389/fninf.2014.00064)
Vato, A., Szymanski, F. D., Semprini, M., Mussa-Ivaldi, F. A. and Panzeri, S. (2014) A bidirectional brain-machine interface algorithm that approximates arbitrary force-fields. PLoS ONE, 9(3), e91677. (doi: 10.1371/journal.pone.0091677) (PMID:24626393) (PMCID:PMC3953591)
2013
Ince, R.A.A. , Panzeri, S. and Kayser, C. (2013) Neural codes formed by small and temporally precise populations in auditory cortex. Journal of Neuroscience, 33(46), pp. 18277-18287. (doi: 10.1523/JNEUROSCI.2631-13.2013)
Alessandro, C., Delis, I., Nori, F., Panzeri, S. and Berret, B. (2013) Muscle synergies in neuroscience and robotics: from input-space to task-space perspectives. Frontiers in Computational Neuroscience, 7(Art 43), pp. 1-16. (doi: 10.3389/fncom.2013.00043)
Chiovetto, E., Berret, B., Delis, I., Panzeri, S. and Pozzo, T. (2013) Investigating reduction of dimensionality during single-joint elbow movements: a case study on muscle synergies. Frontiers in Computational Neuroscience, 7, Art.11. (doi: 10.3389/fncom.2013.00011)
Delis, I., Berret, B., Pozzo, T. and Panzeri, S. (2013) A methodology for assessing the effect of correlations among muscle synergy activations on task-discriminating information. Frontiers in Computational Neuroscience, 7(54), (doi: 10.3389/fncom.2013.00054)
Gross, J. , Hoogenboom, N., Thut, G. , Schyns, P. , Panzeri, S., Belin, P. and Garrod, S. (2013) Speech rhythms and multiplexed oscillatory sensory coding in the human brain. PLoS Biology, 11(12), e1001752. (doi: 10.1371/journal.pbio.1001752)
2012
Ince, R. A.A. , Mazzoni, A., Bartels, A., Logothetis, N. K. and Panzeri, S. (2012) A novel test to determine the significance of neural selectivity to single and multiple potentially correlated stimulus features. Journal of Neuroscience Methods, 210(1), pp. 49-65. (doi: 10.1016/j.jneumeth.2011.11.013)
Brasselet, R., Panzeri, S., Logothetis, N.K. and Kayser, C. (2012) Neurons with stereotyped and rapid responses provide a reference frame for relative temporal coding in primate auditory cortex. Journal of Neuroscience, 32(9), pp. 2998-3008. (doi: 10.1523/jneurosci.5435-11.2012)
Kayser, C., Ince, R. A.A. and 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. (doi: 10.1371/journal.pcbi.1002717)
Magri, C., Schridde, U., Murayama, Y., Panzeri, S. and Logothetis, N.K. (2012) The amplitude and timing of the BOLD signal reflects the relationship between local field potential power at different frequencies. Journal of Neuroscience, 32(4), pp. 1395-1407. (doi: 10.1523/JNEUROSCI.3985-11.2012)
2010
Kayser, C., Logothetis, N.K. and Panzeri, S. (2010) Millisecond encoding precision of auditory cortex neurons. Proceedings of the National Academy of Sciences of the United States of America, 107(39), pp. 16976-16981. (doi: 10.1073/pnas.1012656107)
Ince, R. A.A. , Senatore, R., Arabzadeh, E., Montani, F., Diamond, M. E. and Panzeri, S. (2010) Information-theoretic methods for studying population codes. Neural Networks, 23(6), pp. 713-727. (doi: 10.1016/j.neunet.2010.05.008)
Panzeri, S., Brunel, N., Logothetis, N.K. and Kayser, C. (2010) Sensory neural codes using multiplexed temporal scales. Trends in Neurosciences, 33(3), pp. 111-120. (doi: 10.1016/j.tins.2009.12.001)
Kayser, C., Logothetis, N.K. and Panzeri, S. (2010) Visual enhancement of the information representation in auditory cortex. Current Biology, 20(1), pp. 19-24. (doi: 10.1016/j.cub.2009.10.068)
Belitski, A., Panzeri, S., Magri, C., Logothetis, N.K. and Kayser, C. (2010) Sensory information in local field potentials and spikes from visual and auditory cortices: time scales and frequency bands. Journal of Computational Neuroscience, 29(3), pp. 533-545. (doi: 10.1007/s10827-010-0230-y)
Ince, R. A.A. , Mazzoni, A., Petersen, R. S. and Panzeri, S. (2010) Open source tools for the information theoretic analysis of neural data. Frontiers in Neuroscience, 4(1), pp. 62-70. (doi: 10.3389/neuro.01.011.2010)
Kayser, C., Logothetis, N.K. and Panzeri, S. (2010) Millisecond encoding precision of auditory cortex neurons. Proceedings of the National Academy of Sciences of the United States of America, 107(39), pp. 16976-16981. (doi: 10.1073/pnas.1012656107)
2009
Montani, F., Ince, R.A.A. , Senatore, R., Arabzadeh, E., Diamond, M.E. and Panzeri, S. (2009) The impact of high-order interactions on the rate of synchronous discharge and information transmission in somatosensory cortex. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 367(1901), pp. 3297-3310. (doi: 10.1098/rsta.2009.0082)
Kayser, C., Montemurro, M.A., Logothetis, N.K. and Panzeri, S. (2009) Spike-phase coding boosts and stabilizes information carried by spatial and temporal spike patterns. Neuron, 61(4), pp. 597-608. (doi: 10.1016/j.neuron.2009.01.008)
Ince, R. A.A. , Montani, F., Arabzadeh, E., Diamond, M. E. and Panzeri, S. (2009) On the presence of high-order interactions among somatosensory neurons and their effect on information transmission. Journal of Physics: Conference Series, 197(1), 012013. (doi: 10.1088/1742-6596/197/1/012013)
Ince, R. A.A. , Petersen, R. S., Swan, D. C. and Panzeri, S. (2009) Python for information theoretic analysis of neural data. Frontiers in Neuroinformatics, 3(Art 4), (doi: 10.3389/neuro.11.004.2009)
2008
Belitski, A., Gretton, A., Magri, C., Murayama, Y., Montemurro, M.A., Logothetis, N.K. and Panzeri, S. (2008) Low-frequency local field potentials and spikes in primary visual cortex convey independent visual information. Journal of Neuroscience, 28(22), pp. 5696-5709. (doi: 10.1523/JNEUROSCI.0009-08.2008)
Montemurro, M.A., Rasch, M.J., Murayama, Y., Logothetis, N.K. and Panzeri, S. (2008) Phase-of-firing coding of natural visual stimuli in primary visual cortex. Current Biology, 18(5), pp. 375-380. (doi: 10.1016/j.cub.2008.02.023)
2007
Kanhai, H.H.H. et al. (2007) Management of alloimmune thrombocytopenia. Vox Sanguinis, 93(4), pp. 370-385. (doi: 10.3324%2Fhaematol.2010.030148)
Articles
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(2), 224-235.e5. (doi: 10.1016/j.cub.2017.12.006) (PMID:29307559)
Giordano, B. L., Ince, R. A.A. , Gross, J. , Schyns, P. G. , Panzeri, S. and Kayser, C. (2017) Contributions of local speech encoding and functional connectivity to audio-visual speech perception. eLife, 6, e24763. (doi: 10.7554/elife.24763) (PMID:28590903) (PMCID:PMC5462535)
Ince, R. A.A. , Jaworska, K. , Gross, J. , Panzeri, S., Van Rijsbergen, N. J. , Rousselet, G. A. and Schyns, P. G. (2016) The deceptively simple N170 reflects network information processing mechanisms involving visual feature coding and transfer across hemispheres. Cerebral Cortex, 26(11), pp. 4123-4135. (doi: 10.1093/cercor/bhw196) (PMID:27550865) (PMCID:PMC5066825)
Delis, I., Chen, C., Jack, R. E. , Garrod, O. G.B., Panzeri, S. and Schyns, P. G. (2016) Space-by-time manifold representation of dynamic facial. Journal of Vision, 16(8), pp. 1-20. 14. (doi: 10.1167/16.8.14) (PMID:27305521) (PMCID:PMC4927208)
Kayser, C., Wilson, C., Safaai, H., Sakata, S. and Panzeri, S. (2015) Rhythmic auditory cortex activity at multiple time scales shapes stimulus-response gain and background firing. Journal of Neuroscience, 35(20), pp. 7750-7762. (doi: 10.1523/JNEUROSCI.0268-15.2015) (PMID:25995464) (PMCID:PMC4438125)
Akolkar, H., Meyer, C., Clady, X., Marre, O., Bartolozzi, C., Panzeri, S. and Benosman, R. (2015) What can neuromorphic event-driven precise timing add to spike-based pattern recognition? Neural Computation, 27(3), pp. 561-593. (doi: 10.1162/NECO_a_00703) (PMID:25602775)
Panzeri, S., Macke, J. H., Gross, J. and Kayser, C. (2015) Neural population coding: combining insights from microscopic and mass signals. Trends in Cognitive Sciences, 19(3), pp. 162-172. (doi: 10.1016/j.tics.2015.01.002) (PMID:25670005) (PMCID:PMC4379382)
Lopes-dos-Santos, V., Panzeri, S., Kayser, C., Diamond, M. E. and Quian Quiroga, R. (2015) Extracting information in spike time patterns with wavelets and information theory. Journal of Neurophysiology, 113(3), pp. 1015-1033. (doi: 10.1152/jn.00380.2014)
Delis, I., Panzeri, S., Pozzo, T. and Berret, B. (2015) Task-discriminative space-by-time factorization of muscle activity. Frontiers in Human Neuroscience, 9, 399. (doi: 10.3389/fnhum.2015.00399) (PMID:26217213) (PMCID:PMC4498381)
Ince, R. A.A. , Van Rijsbergen, N. J. , Thut, G. , Rousselet, G. A. , Gross, J. , Panzeri, S. and Schyns, P. G. (2015) Tracing the flow of perceptual features in an algorithmic brain network. Scientific Reports, 5, 17681. (doi: 10.1038/srep17681) (PMID:26635299) (PMCID:PMC4669501)
Barbieri, F., Mazzoni, A., Logothetis, N. K., Panzeri, S. and Brunel, N. (2014) Stimulus dependence of local field potential spectra: experiment versus theory. Journal of Neuroscience, 34(44), pp. 14589-14605. (doi: 10.1523/JNEUROSCI.5365-13.2014)
Onken, A., Karunasekara, P. P. C. R., Kayser, C. and Panzeri, S. (2014) Understanding neural population coding: information theoretic insights from the auditory system. Advances in Neuroscience, 2014, 907851. (doi: 10.1155/2014/907851)
Delis, I., Jack, R. , Garrod, O., Panzeri, S. and Schyns, P. (2014) Characterizing the manifolds of dynamic facial expression categorization. Journal of Vision, 14(10), p. 1384. (doi: 10.1167/14.10.1384)
Panzeri, S., Ince, R. A.A. , Diamond, M. E. and Kayser, C. (2014) Reading spike timing without a clock: intrinsic decoding of spike trains. Philosophical Transactions of the Royal Society B: Biological Sciences, 369(1637), p. 20120467. (doi: 10.1098/rstb.2012.0467)
Delis, I., Panzeri, S., Pozzo, T. and Berret, B. (2014) A unifying model of concurrent spatial and temporal modularity in muscle activity. Journal of Neurophysiology, 111(3), pp. 675-693. (doi: 10.1152/jn.00245.2013)
Chicharro, D. and Panzeri, S. (2014) Algorithms of causal inference for the analysis of effective connectivity among brain regions. Frontiers in Neuroinformatics, 8(Art 64), (doi: 10.3389/fninf.2014.00064)
Vato, A., Szymanski, F. D., Semprini, M., Mussa-Ivaldi, F. A. and Panzeri, S. (2014) A bidirectional brain-machine interface algorithm that approximates arbitrary force-fields. PLoS ONE, 9(3), e91677. (doi: 10.1371/journal.pone.0091677) (PMID:24626393) (PMCID:PMC3953591)
Ince, R.A.A. , Panzeri, S. and Kayser, C. (2013) Neural codes formed by small and temporally precise populations in auditory cortex. Journal of Neuroscience, 33(46), pp. 18277-18287. (doi: 10.1523/JNEUROSCI.2631-13.2013)
Alessandro, C., Delis, I., Nori, F., Panzeri, S. and Berret, B. (2013) Muscle synergies in neuroscience and robotics: from input-space to task-space perspectives. Frontiers in Computational Neuroscience, 7(Art 43), pp. 1-16. (doi: 10.3389/fncom.2013.00043)
Chiovetto, E., Berret, B., Delis, I., Panzeri, S. and Pozzo, T. (2013) Investigating reduction of dimensionality during single-joint elbow movements: a case study on muscle synergies. Frontiers in Computational Neuroscience, 7, Art.11. (doi: 10.3389/fncom.2013.00011)
Delis, I., Berret, B., Pozzo, T. and Panzeri, S. (2013) A methodology for assessing the effect of correlations among muscle synergy activations on task-discriminating information. Frontiers in Computational Neuroscience, 7(54), (doi: 10.3389/fncom.2013.00054)
Gross, J. , Hoogenboom, N., Thut, G. , Schyns, P. , Panzeri, S., Belin, P. and Garrod, S. (2013) Speech rhythms and multiplexed oscillatory sensory coding in the human brain. PLoS Biology, 11(12), e1001752. (doi: 10.1371/journal.pbio.1001752)
Ince, R. A.A. , Mazzoni, A., Bartels, A., Logothetis, N. K. and Panzeri, S. (2012) A novel test to determine the significance of neural selectivity to single and multiple potentially correlated stimulus features. Journal of Neuroscience Methods, 210(1), pp. 49-65. (doi: 10.1016/j.jneumeth.2011.11.013)
Brasselet, R., Panzeri, S., Logothetis, N.K. and Kayser, C. (2012) Neurons with stereotyped and rapid responses provide a reference frame for relative temporal coding in primate auditory cortex. Journal of Neuroscience, 32(9), pp. 2998-3008. (doi: 10.1523/jneurosci.5435-11.2012)
Kayser, C., Ince, R. A.A. and 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. (doi: 10.1371/journal.pcbi.1002717)
Magri, C., Schridde, U., Murayama, Y., Panzeri, S. and Logothetis, N.K. (2012) The amplitude and timing of the BOLD signal reflects the relationship between local field potential power at different frequencies. Journal of Neuroscience, 32(4), pp. 1395-1407. (doi: 10.1523/JNEUROSCI.3985-11.2012)
Kayser, C., Logothetis, N.K. and Panzeri, S. (2010) Millisecond encoding precision of auditory cortex neurons. Proceedings of the National Academy of Sciences of the United States of America, 107(39), pp. 16976-16981. (doi: 10.1073/pnas.1012656107)
Ince, R. A.A. , Senatore, R., Arabzadeh, E., Montani, F., Diamond, M. E. and Panzeri, S. (2010) Information-theoretic methods for studying population codes. Neural Networks, 23(6), pp. 713-727. (doi: 10.1016/j.neunet.2010.05.008)
Panzeri, S., Brunel, N., Logothetis, N.K. and Kayser, C. (2010) Sensory neural codes using multiplexed temporal scales. Trends in Neurosciences, 33(3), pp. 111-120. (doi: 10.1016/j.tins.2009.12.001)
Kayser, C., Logothetis, N.K. and Panzeri, S. (2010) Visual enhancement of the information representation in auditory cortex. Current Biology, 20(1), pp. 19-24. (doi: 10.1016/j.cub.2009.10.068)
Belitski, A., Panzeri, S., Magri, C., Logothetis, N.K. and Kayser, C. (2010) Sensory information in local field potentials and spikes from visual and auditory cortices: time scales and frequency bands. Journal of Computational Neuroscience, 29(3), pp. 533-545. (doi: 10.1007/s10827-010-0230-y)
Ince, R. A.A. , Mazzoni, A., Petersen, R. S. and Panzeri, S. (2010) Open source tools for the information theoretic analysis of neural data. Frontiers in Neuroscience, 4(1), pp. 62-70. (doi: 10.3389/neuro.01.011.2010)
Kayser, C., Logothetis, N.K. and Panzeri, S. (2010) Millisecond encoding precision of auditory cortex neurons. Proceedings of the National Academy of Sciences of the United States of America, 107(39), pp. 16976-16981. (doi: 10.1073/pnas.1012656107)
Montani, F., Ince, R.A.A. , Senatore, R., Arabzadeh, E., Diamond, M.E. and Panzeri, S. (2009) The impact of high-order interactions on the rate of synchronous discharge and information transmission in somatosensory cortex. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 367(1901), pp. 3297-3310. (doi: 10.1098/rsta.2009.0082)
Kayser, C., Montemurro, M.A., Logothetis, N.K. and Panzeri, S. (2009) Spike-phase coding boosts and stabilizes information carried by spatial and temporal spike patterns. Neuron, 61(4), pp. 597-608. (doi: 10.1016/j.neuron.2009.01.008)
Ince, R. A.A. , Montani, F., Arabzadeh, E., Diamond, M. E. and Panzeri, S. (2009) On the presence of high-order interactions among somatosensory neurons and their effect on information transmission. Journal of Physics: Conference Series, 197(1), 012013. (doi: 10.1088/1742-6596/197/1/012013)
Ince, R. A.A. , Petersen, R. S., Swan, D. C. and Panzeri, S. (2009) Python for information theoretic analysis of neural data. Frontiers in Neuroinformatics, 3(Art 4), (doi: 10.3389/neuro.11.004.2009)
Belitski, A., Gretton, A., Magri, C., Murayama, Y., Montemurro, M.A., Logothetis, N.K. and Panzeri, S. (2008) Low-frequency local field potentials and spikes in primary visual cortex convey independent visual information. Journal of Neuroscience, 28(22), pp. 5696-5709. (doi: 10.1523/JNEUROSCI.0009-08.2008)
Montemurro, M.A., Rasch, M.J., Murayama, Y., Logothetis, N.K. and Panzeri, S. (2008) Phase-of-firing coding of natural visual stimuli in primary visual cortex. Current Biology, 18(5), pp. 375-380. (doi: 10.1016/j.cub.2008.02.023)
Kanhai, H.H.H. et al. (2007) Management of alloimmune thrombocytopenia. Vox Sanguinis, 93(4), pp. 370-385. (doi: 10.3324%2Fhaematol.2010.030148)