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Neuroscience

339 directly classified papers

Papers per year

Papers

Neural Reconstruction with Approximate Message Passing (NeuRAMP) NIPS 2011
Dynamical segmentation of single trials from population neural data NIPS 2011
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach NIPS 2011
Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NIPS 2011
Active learning of neural response functions with Gaussian processes NIPS 2011
On the Analysis of Multi-Channel Neural Spike Data NIPS 2011
Variational Learning for Recurrent Spiking Networks NIPS 2011
Emergence of Multiplication in a Biophysical Model of a Wide-Field Visual Neuron for Computing Object Approaches: Dynamics, Peaks, & Fits NIPS 2011
Deciphering subsampled data: adaptive compressive sampling as a principle of brain communication NIPS 2010
Implicit encoding of prior probabilities in optimal neural populations NIPS 2010
Functional form of motion priors in human motion perception NIPS 2010
Brain covariance selection: better individual functional connectivity models using population prior NIPS 2010
Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: a Deep Boltzmann Machine Model NIPS 2010
Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles NIPS 2010
Accounting for network effects in neuronal responses using L1 regularized point process models NIPS 2010
A biologically plausible network for the computation of orientation dominance NIPS 2010
The Neural Costs of Optimal Control NIPS 2010
Spike timing-dependent plasticity as dynamic filter NIPS 2010
Sodium entry efficiency during action potentials: A novel single-parameter family of Hodgkin-Huxley models NIPS 2010
Attractor Dynamics with Synaptic Depression NIPS 2010
SpikeAnts, a spiking neuron network modelling the emergence of organization in a complex system NIPS 2010
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI NIPS 2010
Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations NIPS 2010
Over-complete representations on recurrent neural networks can support persistent percepts NIPS 2010
Functional Geometry Alignment and Localization of Brain Areas NIPS 2010