brain-computer interface

Auditory Attention Decoding in Four-Talker Environment with EEG Interspeech 2024 BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NeurIPS 2024 Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024 CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding ICLR 2024 Controllable Mind Visual Diffusion Model AAAI 2024 DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection NeurIPS 2024 DBPNet: Dual-Branch Parallel Network with Temporal-Frequency Fusion for Auditory Attention Detection IJCAI 2024 Decoding Natural Images from EEG for Object Recognition ICLR 2024 DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024 Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NeurIPS 2024 EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NeurIPS 2024 EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NeurIPS 2024 Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder ACL 2024 Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NeurIPS 2024 IntEr-HRI Competition: Intrinsic Error Evaluation during Human - Robot Interaction IJCAI 2024 Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI ICLR 2024 Learning Robust Deep Visual Representations From EEG Brain Recordings WACV 2024 Mind Artist: Creating Artistic Snapshots with Human Thought CVPR 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 NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction NeurIPS 2024 Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction NeurIPS 2024 Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024 Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models Interspeech 2024 Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NeurIPS 2024