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Neuroscience

339 directly classified papers

Papers per year

Papers

Efficient and direct estimation of a neural subunit model for sensory coding NIPS 2012
The topographic unsupervised learning of natural sounds in the auditory cortex NIPS 2012
Learning optimal spike-based representations NIPS 2012
Neuronal Spike Generation Mechanism as an Oversampling, Noise-shaping A-to-D converter NIPS 2012
Multi-scale Hyper-time Hardware Emulation of Human Motor Nervous System Based on Spiking Neurons using FPGA NIPS 2012
A lattice filter model of the visual pathway NIPS 2012
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NIPS 2012
Compressive neural representation of sparse, high-dimensional probabilities NIPS 2012
Predicting Action Content On-Line and in Real Time before Action Onset – an Intracranial Human Study NIPS 2012
Kernel Hyperalignment NIPS 2012
Fully Bayesian inference for neural models with negative-binomial spiking NIPS 2012
Towards a learning-theoretic analysis of spike-timing dependent plasticity NIPS 2012
Identification of Recurrent Patterns in the Activation of Brain Networks NIPS 2012
Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals NIPS 2011
How biased are maximum entropy models? NIPS 2011
Estimating time-varying input signals and ion channel states from a single voltage trace of a neuron NIPS 2011
Demixed Principal Component Analysis NIPS 2011
Unsupervised learning models of primary cortical receptive fields and receptive field plasticity NIPS 2011
A blind sparse deconvolution method for neural spike identification NIPS 2011
Active dendrites: adaptation to spike-based communication NIPS 2011
Information Rates and Optimal Decoding in Large Neural Populations NIPS 2011
From Stochastic Nonlinear Integrate-and-Fire to Generalized Linear Models NIPS 2011
Sequence learning with hidden units in spiking neural networks NIPS 2011
Bayesian Spike-Triggered Covariance Analysis NIPS 2011
Inferring spike-timing-dependent plasticity from spike train data NIPS 2011