Interdisciplinary

Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models NeurIPS 2010 Short-term memory in neuronal networks through dynamical compressed sensing NeurIPS 2010 Sodium entry efficiency during action potentials: A novel single-parameter family of Hodgkin-Huxley models NeurIPS 2010 Sparse Instrumental Variables (SPIV) for Genome-Wide Studies NeurIPS 2010 SpikeAnts, a spiking neuron network modelling the emergence of organization in a complex system NeurIPS 2010 Spike timing-dependent plasticity as dynamic filter NeurIPS 2010 Switching state space model for simultaneously estimating state transitions and nonstationary firing rates NeurIPS 2010 Synergies in learning words and their referents NeurIPS 2010 The Neural Costs of Optimal Control NeurIPS 2010 Variational Inference over Combinatorial Spaces NeurIPS 2010 Why are some word orders more common than others? A uniform information density account NeurIPS 2010 A Bayesian Analysis of Dynamics in Free Recall NeurIPS 2009 A Biologically Plausible Model for Rapid Natural Scene Identification NeurIPS 2009 Abstraction and Relational learning NeurIPS 2009 Adaptive Design Optimization in Experiments with People NeurIPS 2009 A joint maximum-entropy model for binary neural population patterns and continuous signals NeurIPS 2009 A Neural Implementation of the Kalman Filter NeurIPS 2009 Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity NeurIPS 2009 Bayesian Belief Polarization NeurIPS 2009 Bayesian estimation of orientation preference maps NeurIPS 2009 Bayesian Source Localization with the Multivariate Laplace Prior NeurIPS 2009 Boosting with Spatial Regularization NeurIPS 2009 Clustering sequence sets for motif discovery NeurIPS 2009 Code-specific policy gradient rules for spiking neurons NeurIPS 2009 Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies NeurIPS 2009