Healthcare & Medicine

Estimating vector fields using sparse basis field expansions NeurIPS 2008 Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM NeurIPS 2008 Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity NeurIPS 2008 Generative versus discriminative training of RBMs for classification of fMRI images NeurIPS 2008 Hierarchical Fisher Kernels for Longitudinal Data NeurIPS 2008 Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic Programming JMLR 2008 Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control NeurIPS 2008 MDPs with Non-Deterministic Policies NeurIPS 2008 Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex NeurIPS 2008 Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NeurIPS 2008 Playing Pinball with non-invasive BCI NeurIPS 2008 Predicting the Geometry of Metal Binding Sites from Protein Sequence NeurIPS 2008 Probabilistic detection of short events, with application to critical care monitoring NeurIPS 2008 Psychiatry: Insights into depression through normative decision-making models NeurIPS 2008 Spike Feature Extraction Using Informative Samples NeurIPS 2008 Supervised Bipartite Graph Inference NeurIPS 2008 The Infinite Hierarchical Factor Regression Model NeurIPS 2008 Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing NeurIPS 2008 Bayesian binning beats approximate alternatives: estimating peri-stimulus time histograms NeurIPS 2007 Bilinear Discriminant Component Analysis JMLR 2007 Consistent Feature Selection for Pattern Recognition in Polynomial Time JMLR 2007 Continuous Time Particle Filtering for fMRI NeurIPS 2007 EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection NeurIPS 2007 Feature Selection Methods for Improving Protein Structure Prediction with Rosetta NeurIPS 2007 Heterogeneous Component Analysis NeurIPS 2007