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neural coding

22 papers

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Co-occurring keywords

information theory (489) bayesian inference (1904) population coding (17) maximum likelihood (255) fisher information (104) visual cortex (49) spiking neuron (35) copula model (14) efficient coding (19) mutual information (717)

Papers

Modelling the Effects of Hearing Loss on Neural Coding in the Auditory Midbrain with Variational Conditioning AAAI 2026
Predictive coding in balanced neural networks with noise, chaos and delays NIPS 2020
Learning sparse codes from compressed representations with biologically plausible local wiring constraints NIPS 2020
Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks NIPS 2019
Power-law efficient neural codes provide general link between perceptual bias and discriminability NIPS 2018
Efficient Neural Codes under Metabolic Constraints NIPS 2016
Optimal Neural Codes for Control and Estimation NIPS 2014
Demixing odors - fast inference in olfaction NIPS 2013
Least Informative Dimensions NIPS 2013
Optimal Neural Tuning Curves for Arbitrary Stimulus Distributions: Discrimax, Infomax and Minimum $L_p$ Loss NIPS 2012
Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model NIPS 2012
Bayesian Spike-Triggered Covariance Analysis NIPS 2011
Learning to localise sounds with spiking neural networks NIPS 2010
Evaluating neuronal codes for inference using Fisher information NIPS 2010
Optimal context separation of spiking haptic signals by second-order somatosensory neurons NIPS 2009
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex NIPS 2008
Characterizing neural dependencies with copula models NIPS 2008
Receptive Fields without Spike-Triggering NIPS 2007
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior NIPS 2007
Optimal Change-Detection and Spiking Neurons NIPS 2006
Temporal Coding using the Response Properties of Spiking Neurons NIPS 2006
Temporal dynamics of information content carried by neurons in the primary visual cortex NIPS 2006