brain-computer interface

Noisy Neural Language Modeling for Typing Prediction in BCI Communication NAACL 2019 SPEAK YOUR MIND! Towards Imagined Speech Recognition with Hierarchical Deep Learning Interspeech 2019 Towards a Speaker Independent Speech-BCI Using Speaker Adaptation Interspeech 2019 A Multi-Context Character Prediction Model for a Brain-Computer Interface NAACL 2018 A Simple Convolutional Neural Network for Accurate P300 Detection and Character Spelling in Brain Computer Interface IJCAI 2018 Brain-Computer Interface using Electroencephalogram Signatures of Eye Blinks Interspeech 2018 Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces NeurIPS 2018 Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NeurIPS 2018 Speech Processing in the Human Brain Meets Deep Learning Interspeech 2018 Deep Learning Human Mind for Automated Visual Classification CVPR 2017 Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces NeurIPS 2017 Autonomy Infused Teleoperation with Application to BCI Manipulation RSS 2015 Covariance shrinkage for autocorrelated data NeurIPS 2014 Learning and Evaluation in Presence of Non-i.i.d. Label Noise AISTATS 2014 Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings NeurIPS 2014 A multi-agent control framework for co-adaptation in brain-computer interfaces 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 Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals NeurIPS 2011 Decoding Ipsilateral Finger Movements from ECoG Signals in Humans NeurIPS 2010 Mixture of time-warped trajectory models for movement decoding NeurIPS 2010