Brain-Computer Interface

First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization NeurIPS 2022 Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses NeurIPS 2022 Learning on Arbitrary Graph Topologies via Predictive Coding NeurIPS 2022 MAtt: A Manifold Attention Network for EEG Decoding NeurIPS 2022 Mind Reader: Reconstructing complex images from brain activities NeurIPS 2022 Multi-view and Cross-view Brain Decoding COLING 2022 Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification AAAI 2022 Object Classification From Randomized EEG Trials CVPR 2021 Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021 Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks AAAI 2021 X2T: Training an X-to-Text Typing Interface with Online Learning from User Feedback ICLR 2021 Brain-Mediated Transfer Learning of Convolutional Neural Networks AAAI 2020 Conditional Generative Neural Decoding with Structured CNN Feature Prediction AAAI 2020 Decoding Imagined, Heard, and Spoken Speech: Classification and Regression of EEG Using a 14-Channel Dry-Contact Mobile Headset Interspeech 2020 Demixed shared component analysis of neural population data from multiple brain areas NeurIPS 2020 Geodesically-convex optimization for averaging partially observed covariance matrices ACML 2020 Neural Dynamics and Gamma Oscillation on a Hybrid Excitatory-Inhibitory Complex Network (Student Abstract) AAAI 2020 A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019 Decoding EEG by Visual-guided Deep Neural Networks IJCAI 2019 Efficient characterization of electrically evoked responses for neural interfaces NeurIPS 2019 From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding ACL 2019 Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG AAAI 2019 Spike-Train Level Backpropagation for Training Deep Recurrent Spiking Neural Networks NeurIPS 2019 Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019 Gradient Descent for Spiking Neural Networks NeurIPS 2018