Biosignal Processing

Adaptive Template Matching with Shift-Invariant Semi-NMF NeurIPS 2008 Characterizing neural dependencies with copula models NeurIPS 2008 Dependent Dirichlet Process Spike Sorting NeurIPS 2008 Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance NeurIPS 2008 Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG NeurIPS 2008 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 Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control 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 Probabilistic detection of short events, with application to critical care monitoring NeurIPS 2008 Spike Feature Extraction Using Informative Samples 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 Continuous Time Particle Filtering for fMRI NeurIPS 2007 EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection NeurIPS 2007 Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes NeurIPS 2007 Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing NeurIPS 2007 Locality and low-dimensions in the prediction of natural experience from fMRI NeurIPS 2007 Measuring Neural Synchrony by Message Passing NeurIPS 2007 Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression NeurIPS 2007 Second Order Bilinear Discriminant Analysis for single trial EEG analysis NeurIPS 2007 Adaptive Spatial Filters with predefined Region of Interest for EEG based Brain-Computer-Interfaces NeurIPS 2006