2018

Xu, T., Garrod, O., Scholte, S. H., Ince, R. and Schyns, P. G. (2018) Using Psychophysical Methods to Understand Mechanisms of Face Identification in a Deep Neural Network. In: IEEE Conference on Computer Vision and Pattern Recognition Workshops, Salt Lake City, UT, USA, June 18-22, 2018, (Accepted for Publication)

Kay, J. W. and Ince, R. A.A. (2018) Exact partial information decompositions for Gaussian systems based on dependency constraints. Entropy, 20(4), 240. (doi:10.3390/e20040240)

2017

Kay, J. , Ince, R., Dering, B. and Phillips, W. (2017) Partial and entropic information decompositions of a neuronal modulatory interaction. Entropy, 19(11), 560. (doi:10.3390/e19110560)

Ince, R. A.A. (2017) Measuring multivariate redundant information with pointwise common change in surprisal. Entropy, 19(7), 318. (doi:10.3390/e19070318)

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., Giordano, B., Kayser, C., Rousselet, G. A. , Gross, J. and Schyns, P. G. (2017) A statistical framework for neuroimaging data analysis based on mutual information estimated via a Gaussian copula. Human Brain Mapping, 38(3), pp. 1541-1573. (doi:10.1002/hbm.23471) (PMID:27860095) (PMCID:PMC5324576)

Keitel, A. , Ince, R. A.A., Gross, J. and Kayser, C. (2017) Auditory cortical delta-entrainment interacts with oscillatory power in multiple fronto-parietal networks. NeuroImage, 147, pp. 32-42. (doi:10.1016/j.neuroimage.2016.11.062) (PMID:27903440) (PMCID:PMC5315055)

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)

2015

Kayser, S. J., Ince, R. A. A., Gross, J. and Kayser, C. (2015) Irregular speech rate dissociates auditory cortical entrainment, evoked responses, and frontal alpha. Journal of Neuroscience, 35(44), pp. 14691-14701. (doi:10.1523/JNEUROSCI.2243-15.2015) (PMID:26538641) (PMCID:PMC4635123)

Bale, M. R., Ince, R. A.A., Santagata, G. and Peterson, R. S. (2015) Efficient population coding of naturalistic whisker motion in the ventro-posterior medial thalamus based on precise spike timing. Frontiers in Neural Circuits, 9, 50. (doi:10.3389/fncir.2015.00050)

Park, H. , Ince, R. A.A., Schyns, P. G. , Thut, G. and Gross, J. (2015) Frontal top-down signals increase coupling of auditory low-frequency oscillations to continuous speech in human listeners. Current Biology, 25(12), pp. 1649-1653. (doi:10.1016/j.cub.2015.04.049) (PMID:26028433) (PMCID:PMC4503802)

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

Rousselet, G. A. , Ince, R. A.A., van Rijsbergen, N. J. and Schyns, P. G. (2014) Eye coding mechanisms in early human face event-related potentials. Journal of Vision, 14(13), Art. 7. (doi:10.1167/14.13.7) (PMID:25385898)

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)

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)

Bale, M. R., Davies, K., Freeman, O. J., Ince, R. A.A. and Petersen, R. S. (2013) Low-dimensional sensory feature representation by trigeminal primary afferents. Journal of Neuroscience, 33(29), pp. 12003-12012. (doi:10.1523/JNEUROSCI.0925-13.2013)

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)

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)

2010

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)

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)

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)

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)

Articles

Kay, J. W. and Ince, R. A.A. (2018) Exact partial information decompositions for Gaussian systems based on dependency constraints. Entropy, 20(4), 240. (doi:10.3390/e20040240)

Kay, J. , Ince, R., Dering, B. and Phillips, W. (2017) Partial and entropic information decompositions of a neuronal modulatory interaction. Entropy, 19(11), 560. (doi:10.3390/e19110560)

Ince, R. A.A. (2017) Measuring multivariate redundant information with pointwise common change in surprisal. Entropy, 19(7), 318. (doi:10.3390/e19070318)

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., Giordano, B., Kayser, C., Rousselet, G. A. , Gross, J. and Schyns, P. G. (2017) A statistical framework for neuroimaging data analysis based on mutual information estimated via a Gaussian copula. Human Brain Mapping, 38(3), pp. 1541-1573. (doi:10.1002/hbm.23471) (PMID:27860095) (PMCID:PMC5324576)

Keitel, A. , Ince, R. A.A., Gross, J. and Kayser, C. (2017) Auditory cortical delta-entrainment interacts with oscillatory power in multiple fronto-parietal networks. NeuroImage, 147, pp. 32-42. (doi:10.1016/j.neuroimage.2016.11.062) (PMID:27903440) (PMCID:PMC5315055)

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)

Kayser, S. J., Ince, R. A. A., Gross, J. and Kayser, C. (2015) Irregular speech rate dissociates auditory cortical entrainment, evoked responses, and frontal alpha. Journal of Neuroscience, 35(44), pp. 14691-14701. (doi:10.1523/JNEUROSCI.2243-15.2015) (PMID:26538641) (PMCID:PMC4635123)

Bale, M. R., Ince, R. A.A., Santagata, G. and Peterson, R. S. (2015) Efficient population coding of naturalistic whisker motion in the ventro-posterior medial thalamus based on precise spike timing. Frontiers in Neural Circuits, 9, 50. (doi:10.3389/fncir.2015.00050)

Park, H. , Ince, R. A.A., Schyns, P. G. , Thut, G. and Gross, J. (2015) Frontal top-down signals increase coupling of auditory low-frequency oscillations to continuous speech in human listeners. Current Biology, 25(12), pp. 1649-1653. (doi:10.1016/j.cub.2015.04.049) (PMID:26028433) (PMCID:PMC4503802)

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)

Rousselet, G. A. , Ince, R. A.A., van Rijsbergen, N. J. and Schyns, P. G. (2014) Eye coding mechanisms in early human face event-related potentials. Journal of Vision, 14(13), Art. 7. (doi:10.1167/14.13.7) (PMID:25385898)

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)

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)

Bale, M. R., Davies, K., Freeman, O. J., Ince, R. A.A. and Petersen, R. S. (2013) Low-dimensional sensory feature representation by trigeminal primary afferents. Journal of Neuroscience, 33(29), pp. 12003-12012. (doi:10.1523/JNEUROSCI.0925-13.2013)

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)

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)

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)

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)

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)

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)

Conference Proceedings

Xu, T., Garrod, O., Scholte, S. H., Ince, R. and Schyns, P. G. (2018) Using Psychophysical Methods to Understand Mechanisms of Face Identification in a Deep Neural Network. In: IEEE Conference on Computer Vision and Pattern Recognition Workshops, Salt Lake City, UT, USA, June 18-22, 2018, (Accepted for Publication)