Research

Bayesian binning beats approximate alternatives: estimating peri-stimulus time histograms NeurIPS 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 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 Regulator Discovery from Gene Expression Time Series of Malaria Parasites: a Hierachical Approach 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 Aggregating Classification Accuracy across Time: Application to Single Trial EEG NeurIPS 2006 Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization NeurIPS 2006 An Information Theoretic Framework for Eukaryotic Gradient Sensing NeurIPS 2006 A Probabilistic Algorithm Integrating Source Localization and Noise Suppression of MEG and EEG data NeurIPS 2006 A recipe for optimizing a time-histogram NeurIPS 2006 A Robust Procedure For Gaussian Graphical Model Search From Microarray Data With p Larger Than n JMLR 2006 Comparative Gene Prediction using Conditional Random Fields NeurIPS 2006 Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons NeurIPS 2006 Data Integration for Classification Problems Employing Gaussian Process Priors NeurIPS 2006 Fast Computation of Graph Kernels NeurIPS 2006 Game Theoretic Algorithms for Protein-DNA binding NeurIPS 2006