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Brain-Computer Interface

101 directly classified papers

Papers per year

Papers

Towards Reinforcement Learning from Neural Feedback: Mapping fNIRS Signals to Agent Performance AAAI 2026
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities AAAI 2025
DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025
Manhattan Self-Attention Diffusion Residual Networks with Dynamic Bias Rectification for BCI-based Few-Shot Learning AAAI 2025
Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding AAAI 2025
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction AAAI 2025
MindPainter: Efficient Brain-Conditioned Painting of Natural Images via Cross-Modal Self-Supervised Learning AAAI 2025
CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information AAAI 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025
BrainMAP: Learning Multiple Activation Pathways in Brain Networks AAAI 2025
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NIPS 2024
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NIPS 2024
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NIPS 2024
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NIPS 2024
Neural Bookmarks: Information Retrieval with Deep Learning and EEG Data AAAI 2024
Controllable Mind Visual Diffusion Model AAAI 2024
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection NIPS 2024
EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NIPS 2024
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping NIPS 2024
A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024
Mind Artist: Creating Artistic Snapshots with Human Thought CVPR 2024
MiSO: Optimizing brain stimulation to create neural population activity states NIPS 2024
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction NIPS 2024