Publications Related to Temporal Coding, Information, and Spike Train Dynamics


Laboratory publications (all areas)
Publications of Ferenc Mechler, Keith P. Purpura, Nicholas D. Schiff, Jonathan D. Victor
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Temporal coding and information

Roussin, A.T., Victor, J.D., Chen, J.-Y., and Di Lorenzo, P.M. (2008) Variability in responses and temporal coding of tastants of similar quality in the nucleus of the solitary tract of the rat. J. Neurophysiol. 99, 644-655.
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Nirenberg, S., and Victor, J.D. (2007) Analyzing the activity of large populations of neurons - how tractable is the problem? Current Opinion in Neurobiology 17, 397-400.
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Mechler, F., Ohiorhenuan, I.E., and Victor, J.D. (2007) Speed dependence of tuning to one-dimensional features in V1. J. Neurophysiol., 97, 2423-2438.
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Di Lorenzo, P.M., and Victor, J.D. (2007) Neural coding mechanisms for flow rate in taste-responsive cells in the nucleus of the solitary tract of the rat. J. Neurophysiol. 97, 1857-1861.
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Victor, J.D., Goldberg, D., and Gardner, D. (2007) Dynamic programming algorithms for comparing multineuronal spike trains via cost-based metrics and alignments. J. Neurosci. Meth. 161, 351-360.
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Victor, J.D. (2006) Approaches to information-theoretic analysis of neural activity. Biological Theory 1, 302-316.
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Victor, J.D., Mechler, F., Repucci, M.A., Purpura, K.P., and Sharpee, T. (2006) Responses of V1 neurons to two-dimensional Hermite functions. J. Neurophysiol. 95, 379-400.
Abstract, related presentations, code, and download

Victor, J.D. (2005) Spike train metrics. Current Opinion in Neurobiology 15, 585–592.
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Aronov, D., and Victor, J. (2004) Non-Euclidean properties of spike train metric spaces. Phys. Rev. E69, 61905.
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Di Lorenzo, P.M, and Victor, J.D. (2003) Taste response variability and temporal coding in the nucleus of the solitary tract of the rat. J. Neurophysiol. 90, 1418-1433.
Abstract, download, and editorial

Aronov, D. (2003) Fast algorithm for the metric-space analysis of simultaneous responses of multiple single neurons. J. Neuroscience Methods 124, 175-179.
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Victor, J.D., and Brown, E. (2003) Information and statistical structure in spike trains. Network 14, 1-4.
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Aronov, D., Reich, D.S., Mechler, F., and Victor, J.D. (2003) Neural coding of spatial phase in V1 of the macaque monkey. J. Neurophysiol. 89, 3304-3327.
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Mechler, F., Reich, D.S., and Victor, J.D. (2002) Detection and discrimination of relative spatial phase by V1 neurons. J. Neurosci. 22, 6129-6157.
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Victor, J.D. (2002) Binless strategies for estimation of information from neural data. Phys. Rev. E. 66, 51903.
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Reich, D.S., Mechler, F., and Victor, J.D. (2001) Independent and redundant information in nearby cortical neurons. Science 294, 2566-2568.
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Reich, D.S., Mechler, F., and Victor, J.D. (2001) Temporal coding of contrast in primary visual cortex: when, what, and why? J. Neurophysiol. 85, 1039-1050.
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Reich, D.S., Mechler, F., and Victor, J.D. (2001) Formal and attribute-specific information in primary visual cortex. J. Neurophysiol. 85, 305-318.
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Victor, J.D. (2000) How the brain uses time to represent and process visual information. In Towards 2010 - A Brain Odyssey. ed: F. Bloom. Brain Res. 886, 33-46.
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Victor, J.D. (2000) Asymptotic bias in information estimates and the exponential (Bell) polynomials. Neural Computation 12, 2797-2804.
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Victor, J.D. (1999) Temporal aspects of neural coding in the retina and lateral geniculate: a review. Network 10, R1-66.
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Victor, J.D., and Purpura, K.P. (1999) Estimation of information in neuronal responses. Trends in Neurosciences 22, 543.
Text and references

Mechler, F., Victor, J.D., Purpura, K.P., and Shapley, R. (1998) Robust temporal coding of contrast by V1 neurons for transient but not steady-state stimuli. J. Neurosci. 18, 6583-6598.
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Victor, J.D., and Purpura, K.P. (1998) Spatial phase and the temporal structure of the response to gratings in V1. J. Neurophysiol. 80, 554-571.
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Victor, J.D., and Purpura, K.P. (1997) Sensory coding in cortical neurons: recent results and speculations. In: Frontiers of Neurology: A Symposium in Honor of Fred Plum. Annals of the New York Academy of Sciences 835, 330-352.
Abstract and key figures

Victor, J.D., and Purpura, K. (1997) Metric-space analysis of spike trains: theory, algorithms, and application. Network 8, 127-164.
Abstract, code, and downloads

Victor, J.D., and Purpura, K. (1996) Nature and precision of temporal coding in visual cortex: a metric-space analysis. J. Neurophysiol. 76, 1310-1326.
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Victor, J.D., Purpura, K., Katz, E., and Mao, B. (1994) Population encoding of spatial frequency, orientation, and color in macaque V1. J. Neurophysiol. 72, 2151-2166.
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Spike train dynamics

Victor, J.D., Blessing, E., Forte, J.D., Buzás, P., and Martin, P. R. (2007) Response variability of marmoset parvocellular neurons. J. Physiol. (Lond) 579, 29-51.
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Casti, A., Omurtag, A., Sornborger, A., Kaplan, E., Sirovich, L., Knight, B., and Victor, J.D. (2002) A population study of integrate-and-fire-or-burst neurons. Neural Computation 14, 957-986.
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Reich, D.S., Mechler, F., Purpura, K.P., and Victor, J.D. (2000) Interspike intervals, receptive fields, and information encoding in primary visual cortex. J. Neurosci. 20, 1964-1974.
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Schiff, N.D., Purpura, K.P., and Victor, J.D. (1999) Gating of local network signals appears as stimulus-dependent activity envelopes in striate cortex. J. Neurophysiol. 82, 2182-2196.
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Reich, D.S., Victor, J.D., and Knight, B.W. (1998) The power ratio and the interval map: spiking models and extracellular data. J. Neurosci. 18, 10090-10104.
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Reich, D.S., Victor, J.D., Knight, B.W., Ozaki, T., and Kaplan, E. (1997) Response variability and timing precision of neuronal spike trains in vivo. J. Neurophysiol. 77, 2836-2841.
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