Some rigorous results on the neural coding problem

Some rigorous results on the neural coding problem (2003)

Cached

Download Links

[www.cns.nyu.edu]

by Liam Paninski

BibTeX

@MISC{Paninski03somerigorous,
    author = {Liam Paninski},
    title = {Some rigorous results on the neural coding problem },
    year = {2003}
}

Bookmark

OpenURL

Abstract

Citations

6514	Elements of Information Theory - Cover, Thomas - 1991
801	A probabilistic theory of pattern recognition - Devroye, Györfi, et al. - 1996
547	Numerical Recipes - Press, Flannery, et al. - 1986
478	Nonlinear approximation - DeVore - 1998
462	Large deviations techniques and applications - Dembo, Zeitouni - 1998
419	Probability and statistics - Degroot - 1989
415	Approximation theorems of mathematical statistics - Serfling - 1980
402	Active learning with statistical models - Cohn, Ghahramani, et al. - 1996
328	The information bottleneck method - Tishby, Pereira, et al. - 1999
327	Spikes: Exploring the Neural Code - Rieke, Warland, et al. - 1997
258	Theory of Optimal Experiments - Fedorov - 1972
239	Weak Convergence and Empirical Processes - VAART, A - 1996
236	Information-Based Objective Functions for Active Data - MacKay - 1992
228	Asymptotic Statistics - Vaart - 1998
222	Concentration of measure and isoperimetric inequalities in product spaces - Talagrand - 1995
209	Ergodic Theory and Information - Billingsley - 1965
181	Theoretical neuroscience - Dayan, Abbot - 2002
175	On the mathematical foundations of learning - Cucker, Smale - 2001
148	Neuronal population coding of movement direction - Georgopolous, Schwartz, et al. - 1986
128	Statistics of natural images: Scaling in the woods - Ruderman, Bialek - 1994
119	Abstract Inference - Grenander - 1981
113	Information-type measures of difference of probability distributions and indirect observation - Csiszár - 1967
112	Probability Theory - Chow, Teicher - 1978
111	Bayesian experimental design: A review - Chaloner, Verdinelli - 1995
95	Combinatorial methods in density estimation - Devroye, Lugosi - 2001
92	Reading a neural code - Bialek, Rieke, et al. - 1991
88	The jackknife estimate of variance - Efron, Stein - 1996
85	On a measure of the information provided by an experiment - Lindley - 1961
78	Neuronal spike trains and stochastic point processes. I. The single spike train - Perkel, Gerstein, et al. - 1967
74	Entropy and information in neural spike trains - Strong, Koberle, et al. - 1998
59	A statistical paradigm for neural spike train decoding applied to position prediction from the ensemble firing patterns of rat hippocampal place cells - Brown, Frank, et al. - 1998
57	The upward bias in measures of information derived from limited data samples - Treves, Panzeri - 1995
54	On choosing and bounding probability metrics - Gibbs, Su - 2002
50	Instant neural control of a movement signal. Nature - Serruya, Hatsopoulos, et al. - 2002
49	Note on the bias in information estimates - Miller - 1955
47	Refractoriness and neural precision - Berry, Meister - 1998
42	Motor cortical representation of speed and direction during reaching - Moran, Schwartz - 1999
41	An Efron–Stein inequality for nonsymmetric statistics - Steele - 1986
39	Approximation Theory and Numerical Methods - Watson - 1980
38	Estimation of the information by an adaptive partitioning of the observation space - Darbellay, Vajda - 1999
38	Applications of the van Trees inequality: a Bayesian Cramér-Rao bound. Bernouilli - Gill, Levit - 1995
37	Analysis of Physiological Systems: The White-Noise Approach - MARMARELIS, MARMARELIS - 1978
35	Efficient discrimination of temporal patterns by motionsensitive neurons in primate visual cortex. Neuron - Buracas, Zador, et al. - 1998
35	Moduli of Smoothness - TOTIK
34	The identification of nonlinear biological systems: Wiener and hammerstein cascade models - Hunter, Korenberg - 1986
33	Estimating functions of probability distributions from a finite set of samples - Wolpert, Wolf
31	Gaussian measures - Bogachev - 1998
31	On the distribution of the largest principal component - Johnstone - 2001
29	Geometrizing rates of convergence - DONOHO, LIU - 1991
29	Linking spontaneous activity of single cortical neurons and the underlying functional architecture - Tsodyks, Kenet, et al. - 1999