brain-computer interface

Interaction-Grounded Learning with Action-Inclusive Feedback NeurIPS 2022 MAtt: A Manifold Attention Network for EEG Decoding NeurIPS 2022 Mind Reader: Reconstructing complex images from brain activities NeurIPS 2022 Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022 SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG NeurIPS 2022 Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model Interspeech 2021 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 Classify Imaginary Mandarin Tones with Cortical EEG Signals Interspeech 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 Geodesically-convex optimization for averaging partially observed covariance matrices ACML 2020 Learning Regional Attention Convolutional Neural Network for Motion Intention Recognition Based on EEG Data IJCAI 2020 Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals Interspeech 2020 Neural Speech Decoding for Amyotrophic Lateral Sclerosis Interspeech 2020 Speech Spectrogram Estimation from Intracranial Brain Activity Using a Quantization Approach Interspeech 2020 The “Sound of Silence” in EEG — Cognitive Voice Activity Detection Interspeech 2020 A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019 Biosignal Processing for Human-Machine Interaction Interspeech 2019 Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces NeurIPS 2019 From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding ACL 2019 Identifying Input Features for Development of Real-Time Translation of Neural Signals to Text Interspeech 2019