Brain-Computer Interface

EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NeurIPS 2024 EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NeurIPS 2024 emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography NeurIPS 2024 Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NeurIPS 2024 Mind Artist: Creating Artistic Snapshots with Human Thought CVPR 2024 MiSO: Optimizing brain stimulation to create neural population activity states NeurIPS 2024 MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity NeurIPS 2024 Neural Bookmarks: Information Retrieval with Deep Learning and EEG Data AAAI 2024 NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping NeurIPS 2024 NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction NeurIPS 2024 Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces NeurIPS 2023 Electrophysiological Brain Source Imaging via Combinatorial Search with Provable Optimality AAAI 2023 Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023 Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models NeurIPS 2023 How does the brain process syntactic structure while listening? ACL 2023 NOIR: Neural Signal Operated Intelligent Robots for Everyday Activities CoRL 2023 Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NeurIPS 2023 Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors NeurIPS 2023 Towards Voice Reconstruction from EEG during Imagined Speech AAAI 2023 UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language ACL 2023 A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022 Brain-Supervised Image Editing CVPR 2022 Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022 Decoding Part-of-Speech from Human EEG Signals ACL 2022 Distinguishing Learning Rules with Brain Machine Interfaces NeurIPS 2022