brain-computer interface

Using articulated speech EEG signals for imagined speech decoding Interspeech 2024 Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion NeurIPS 2024 Auditory Attention Detection in Real-Life Scenarios Using Common Spatial Patterns from EEG Interspeech 2023 Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes NeurIPS 2023 DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation NeurIPS 2023 Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG Interspeech 2023 EEG-based Auditory Attention Detection with Spatiotemporal Graph and Graph Convolutional Network Interspeech 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 Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding ACL 2023 High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain Activity CVPR 2023 Mapping Brains with Language Models: A Survey ACL 2023 Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity NeurIPS 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 Seeing Beyond the Brain: Conditional Diffusion Model With Sparse Masked Modeling for Vision Decoding CVPR 2023 Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals ICML 2023 Towards Ultrasound Tongue Image prediction from EEG during speech production Interspeech 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