Brain-Computer Interface

Incorporating Context into Language Encoding Models for fMRI NeurIPS 2018 Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces NeurIPS 2018 Deep Learning Human Mind for Automated Visual Classification CVPR 2017 EEG-GRAPH: A Factor-Graph-Based Model for Capturing Spatial, Temporal, and Observational Relationships in Electroencephalograms NeurIPS 2017 Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces NeurIPS 2017 Reconstructing perceived faces from brain activations with deep adversarial neural decoding NeurIPS 2017 Subject-Independent Classification of Japanese Spoken Sentences by Multiple Frequency Bands Phase Pattern of EEG Response During Speech Perception Interspeech 2017 Enforcing balance allows local supervised learning in spiking recurrent networks NeurIPS 2015 Covariance shrinkage for autocorrelated data NeurIPS 2014 A multi-agent control framework for co-adaptation in brain-computer interfaces NeurIPS 2013 Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NeurIPS 2013 Neural representation of action sequences: how far can a simple snippet-matching model take us? NeurIPS 2013 Robust Spatial Filtering with Beta Divergence NeurIPS 2013 A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NeurIPS 2012 Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NeurIPS 2012 Learning with Target Prior NeurIPS 2012 Multiple Operator-valued Kernel Learning NeurIPS 2012 Predicting Action Content On-Line and in Real Time before Action Onset – an Intracranial Human Study NeurIPS 2012 A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NeurIPS 2011 Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals NeurIPS 2011 Decoding Ipsilateral Finger Movements from ECoG Signals in Humans NeurIPS 2010 Implicit encoding of prior probabilities in optimal neural populations NeurIPS 2010 Mixture of time-warped trajectory models for movement decoding NeurIPS 2010 Estimating image bases for visual image reconstruction from human brain activity NeurIPS 2009 Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation for EEG Classification NeurIPS 2009