Barbieri R et al. (2004). Dynamic analyses of information encoding in neural ensembles. Neural computation. 16 [PubMed]

See more from authors: Barbieri R · Frank LM · Nguyen DP · Quirk MC · Solo V · Wilson MA · Brown EN

References and models cited by this paper

Bialek W, Rieke F, de Ruyter van Steveninck RR, Warland D. (1991). Reading a neural code. Science (New York, N.Y.). 252 [PubMed]

Box GEP, Jenkins GM, Reinsel GC. (1994). Time series analysis, forecasting and control (3rd ed).

Brown EN, Barbieri R, Ventura V, Kass RE, Frank LM. (2002). The time-rescaling theorem and its application to neural spike train data analysis. Neural computation. 14 [PubMed]

Brown EN, Frank LM, Tang D, Quirk MC, Wilson MA. (1998). A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells. The Journal of neuroscience : the official journal of the Society for Neuroscience. 18 [PubMed]

Brown EN, Nguyen DP, Frank LM, Wilson MA, Solo V. (2001). An analysis of neural receptive field plasticity by point process adaptive filtering. Proceedings of the National Academy of Sciences of the United States of America. 98 [PubMed]

Chapin JK, Moxon KA, Markowitz RS, Nicolelis MA. (1999). Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex. Nature neuroscience. 2 [PubMed]

Cover TM, Thomas JA. (1991). Elements of Information Theory.

Daley D, Vere-jones D. (2003). An introduction to the theory of point process (2nd ed).

Dan Y, Alonso JM, Usrey WM, Reid RC. (1998). Coding of visual information by precisely correlated spikes in the lateral geniculate nucleus. Nature neuroscience. 1 [PubMed]

Donoghue JP. (2002). Connecting cortex to machines: recent advances in brain interfaces. Nature neuroscience. 5 Suppl [PubMed]

Donoghue JP, Bienenstock E, Gao Y, Black MJ, Shoham S. (2002). Probabilistic inference of hand motion from neural activity in motor cortex Advances in neural information processing systems. 14

Fahrmeir L, Tutz G. (2001). Multivariate statistical modelling based on generalized linear models (2nd ed).

Frank LM, Brown EN, Eden UT, Barbieri R. (2003). Likelihood methods for neural data analysis Computational neuroscience: A comprehensive approach .

Frank LM, Brown EN, Stanley GB. (2003). New places and new representations: Place field plasticity in the hippocampus Paper presented at the Society for Neuroscience conference, New Orleans Program No 91 18.

Georgopoulos AP, Schwartz AB, Kettner RE. (1986). Neuronal population coding of movement direction. Science (New York, N.Y.). 233 [PubMed]

Jensen O, Lisman JE. (2000). Position reconstruction from an ensemble of hippocampal place cells: contribution of theta phase coding. Journal of neurophysiology. 83 [PubMed]

Kass RE, Genz A. (1994). Subregion-adaptive integration of functions having a dominant peak J Comp Graph Stat. 6

Kitagawa G, Gersh W. (1996). Smoothness priors analysis of time series.

Mehta MR, Lee AK, Wilson MA. (2002). Role of experience and oscillations in transforming a rate code into a temporal code. Nature. 417 [PubMed]

Mendel JM. (1995). Lessons in estimation theory for signal processing, communications, and control.

Nirenberg S, Carcieri SM, Jacobs AL, Latham PE. (2001). Retinal ganglion cells act largely as independent encoders. Nature. 411 [PubMed]

O'Keefe J, Dostrovsky J. (1971). The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely-moving rat. Brain research. 34 [PubMed]

O'Keefe J, Recce ML. (1993). Phase relationship between hippocampal place units and the EEG theta rhythm. Hippocampus. 3 [PubMed]

O`Keefe J, Nadel L. (1978). The Hippocampus as a Cognitive Map.

Pawitan Y. (2001). In all likelihood: Statistical modelling and inference using likelihood.

Pouget A, Dayan P, Zemel R. (2000). Information processing with population codes. Nature reviews. Neuroscience. 1 [PubMed]

Priestley MB. (1981). Spectral analysis and time series.

Reinagel P, Reid RC. (2000). Temporal coding of visual information in the thalamus. The Journal of neuroscience : the official journal of the Society for Neuroscience. 20 [PubMed]

Rieke F, Warland D, de Ruyter van Steveninck, R, Bialek B. (1997). Spikes: Exploring The Neural Code.

Serruya MD, Hatsopoulos NG, Paninski L, Fellows MR, Donoghue JP. (2002). Instant neural control of a movement signal. Nature. 416 [PubMed]

Shoham S. (2001). Advances towards an implantable motor cortical interface Unpublished doctoral dissertation.

Skaggs WE, McNaughton BL, Wilson MA, Barnes CA. (1996). Theta phase precession in hippocampal neuronal populations and the compression of temporal sequences. Hippocampus. 6 [PubMed]

Skaggs WE, Mcnaughton BL, Gothard KM, Markus EJ. (1993). An information-theoretic approach to deciphering the hippocampal code Adv Neural Inf Process Syst. 5

Smith A, Doucet A, Defreitas N, Gordon N. (2001). Sequential Monte Carlo methods in practice.

Stanley GB, Li FF, Dan Y. (1999). Reconstruction of natural scenes from ensemble responses in the lateral geniculate nucleus. The Journal of neuroscience : the official journal of the Society for Neuroscience. 19 [PubMed]

Strong SP, Koberle R, de Ruyter van Steveninck R, Bialek W. (1997). Entropy and information in neuronal spike trains. Phys Rev Lett. 80

Tanner MA. (1996). Tools for statistical inference.

Taylor DM, Tillery SI, Schwartz AB. (2002). Direct cortical control of 3D neuroprosthetic devices. Science (New York, N.Y.). 296 [PubMed]

Twum-Danso NT. (1997). Estimation, information and neural signals Unpublished doctoral dissertation.

Warland DK, Reinagel P, Meister M. (1997). Decoding visual information from a population of retinal ganglion cells. Journal of neurophysiology. 78 [PubMed]

Wessberg J et al. (2000). Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature. 408 [PubMed]

Wilson MA, McNaughton BL. (1993). Dynamics of the hippocampal ensemble code for space. Science (New York, N.Y.). 261 [PubMed]

Wilson MA, Quirk MC, Frank LM, Brown EN, Barbieri R. (2002). Construction and analysis of non-gaussian place field models of neural spiking activity Neurocomputing. 44-46

Wolf E, Born M. (1989). Principles of optics (6th ed).

Zhang K, Ginzburg I, McNaughton BL, Sejnowski TJ. (1998). Interpreting neuronal population activity by reconstruction: unified framework with application to hippocampal place cells. Journal of neurophysiology. 79 [PubMed]

References and models that cite this paper

Huys QJ, Zemel RS, Natarajan R, Dayan P. (2007). Fast population coding. Neural computation. 19 [PubMed]

Okatan M, Wilson MA, Brown EN. (2005). Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity. Neural computation. 17 [PubMed]

Srinivasan L, Eden UT, Willsky AS, Brown EN. (2006). A state-space analysis for reconstruction of goal-directed movements using neural signals. Neural computation. 18 [PubMed]

This website requires cookies and limited processing of your personal data in order to function. By continuing to browse or otherwise use this site, you are agreeing to this use. See our Privacy policy and how to cite and terms of use.