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Neuroscience

339 directly classified papers

Papers per year

Papers

Perfect Associative Learning with Spike-Timing-Dependent Plasticity NIPS 2013
Capacity of strong attractor patterns to model behavioural and cognitive prototypes NIPS 2013
Robust learning of low-dimensional dynamics from large neural ensembles NIPS 2013
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NIPS 2013
Bayesian inference for low rank spatiotemporal neural receptive fields NIPS 2013
Optimal Neural Population Codes for High-dimensional Stimulus Variables NIPS 2013
Universal models for binary spike patterns using centered Dirichlet processes NIPS 2013
Correlations strike back (again): the case of associative memory retrieval NIPS 2013
Least Informative Dimensions NIPS 2013
A memory frontier for complex synapses NIPS 2013
Real-Time Inference for a Gamma Process Model of Neural Spiking NIPS 2013
Multisensory Encoding, Decoding, and Identification NIPS 2013
Neural representation of action sequences: how far can a simple snippet-matching model take us? NIPS 2013
Mapping paradigm ontologies to and from the brain NIPS 2013
Firing rate predictions in optimal balanced networks NIPS 2013
Noise-Enhanced Associative Memories NIPS 2013
Bayesian entropy estimation for binary spike train data using parametric prior knowledge NIPS 2013
Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model NIPS 2012
A mechanistic model of early sensory processing based on subtracting sparse representations NIPS 2012
Synchronization can Control Regularization in Neural Systems via Correlated Noise Processes NIPS 2012
Optimal Neural Tuning Curves for Arbitrary Stimulus Distributions: Discrimax, Infomax and Minimum $L_p$ Loss NIPS 2012
Delay Compensation with Dynamical Synapses NIPS 2012
Spiking and saturating dendrites differentially expand single neuron computation capacity NIPS 2012
Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NIPS 2012
How Prior Probability Influences Decision Making: A Unifying Probabilistic Model NIPS 2012