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Neuroscience

339 directly classified papers

Papers per year

Papers

Identifying Dendritic Processing NIPS 2010
Fractionally Predictive Spiking Neurons NIPS 2010
A VLSI Implementation of the Adaptive Exponential Integrate-and-Fire Neuron Model NIPS 2010
Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics NIPS 2010
Short-term memory in neuronal networks through dynamical compressed sensing NIPS 2010
Switching state space model for simultaneously estimating state transitions and nonstationary firing rates NIPS 2010
Evaluating neuronal codes for inference using Fisher information NIPS 2010
Linear readout from a neural population with partial correlation data NIPS 2010
Bayesian estimation of orientation preference maps NIPS 2009
A joint maximum-entropy model for binary neural population patterns and continuous signals NIPS 2009
Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing NIPS 2009
Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions NIPS 2009
fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity NIPS 2009
Noise Characterization, Modeling, and Reduction for In Vivo Neural Recording NIPS 2009
Extending Phase Mechanism to Differential Motion Opponency for Motion Pop-out NIPS 2009
Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis NIPS 2009
Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME) NIPS 2009
Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning NIPS 2009
Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models NIPS 2009
Neural Implementation of Hierarchical Bayesian Inference by Importance Sampling NIPS 2009
Optimal context separation of spiking haptic signals by second-order somatosensory neurons NIPS 2009
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies NIPS 2009
No evidence for active sparsification in the visual cortex NIPS 2009
Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NIPS 2009
Code-specific policy gradient rules for spiking neurons NIPS 2009