conftrace_

neural population

44 papers

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Co-occurring keywords

gaussian process (1200) variational inference (2069) dimensionality reduction (720) latent variable model (564) neural population coding (9) bayesian inference (1907) noise correlation (9) generalized linear model (138) neural population activity (10) point process (109)

Papers

A Bayesian model for identifying hierarchically organised states in neural population activity NIPS 2014
Extracting Latent Structure From Multiple Interacting Neural Populations NIPS 2014
Low-dimensional models of neural population activity in sensory cortical circuits NIPS 2014
Correlations strike back (again): the case of associative memory retrieval NIPS 2013
Optimal Neural Population Codes for High-dimensional Stimulus Variables NIPS 2013
Inferring neural population dynamics from multiple partial recordings of the same neural circuit NIPS 2013
Universal models for binary spike patterns using centered Dirichlet processes NIPS 2013
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NIPS 2012
Information Rates and Optimal Decoding in Large Neural Populations NIPS 2011
Select and Sample - A Model of Efficient Neural Inference and Learning NIPS 2011
Empirical models of spiking in neural populations NIPS 2011
Implicit encoding of prior probabilities in optimal neural populations NIPS 2010
Linear readout from a neural population with partial correlation data NIPS 2010
Deciphering subsampled data: adaptive compressive sampling as a principle of brain communication NIPS 2010
A joint maximum-entropy model for binary neural population patterns and continuous signals NIPS 2009
Neurometric function analysis of population codes NIPS 2009
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity NIPS 2008
Near-Maximum Entropy Models for Binary Neural Representations of Natural Images NIPS 2007
Receptive Fields without Spike-Triggering NIPS 2007