Science

Unsupervised learning models of primary cortical receptive fields and receptive field plasticity NeurIPS 2011 Variational Learning for Recurrent Spiking Networks NeurIPS 2011 Why The Brain Separates Face Recognition From Object Recognition NeurIPS 2011 A biologically plausible network for the computation of orientation dominance NeurIPS 2010 Accounting for network effects in neuronal responses using L1 regularized point process models NeurIPS 2010 A highly efficient blocked Gibbs sampler reconstruction of multidimensional NMR spectra AISTATS 2010 A Novel Kernel for Learning a Neuron Model from Spike Train Data NeurIPS 2010 Attractor Dynamics with Synaptic Depression NeurIPS 2010 A VLSI Implementation of the Adaptive Exponential Integrate-and-Fire Neuron Model NeurIPS 2010 Brain covariance selection: better individual functional connectivity models using population prior NeurIPS 2010 Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations NeurIPS 2010 Deciphering subsampled data: adaptive compressive sampling as a principle of brain communication NeurIPS 2010 Decoding Ipsilateral Finger Movements from ECoG Signals in Humans NeurIPS 2010 Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform NeurIPS 2010 Effects of Synaptic Weight Diffusion on Learning in Decision Making Networks NeurIPS 2010 Evaluating neuronal codes for inference using Fisher information NeurIPS 2010 Fractionally Predictive Spiking Neurons NeurIPS 2010 Functional form of motion priors in human motion perception NeurIPS 2010 Functional Geometry Alignment and Localization of Brain Areas NeurIPS 2010 Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: a Deep Boltzmann Machine Model NeurIPS 2010 Identifying Dendritic Processing NeurIPS 2010 Implicit encoding of prior probabilities in optimal neural populations NeurIPS 2010 Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles NeurIPS 2010 Inference and communication in the game of Password NeurIPS 2010 Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics NeurIPS 2010