brain-computer interface

Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025 Category-aware EEG Image Generation Based on Wavelet Transform and Contrast Semantic Loss IJCAI 2025 CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding ICLR 2025 CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information AAAI 2025 DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025 EEG-based Speech Decoding Based on Multi-mode Joint Modeling Interspeech 2025 Enhancing Syllabic Recognition via Speech-EEG Phase Analysis and Non-Activity State Modeling Interspeech 2025 FG-MSTGNN: Cross-subject EEG Emotion Recognition via Frequency-guided Multi-period Spatial-temporal Graph Neural Network ACML 2025 How Foundation Models are Reshaping Non-Invasive Brain–Computer Interfaces: A Case for Novel Human Expression and Alignment NeurIPS 2025 ID-RemovalNet: Identity Removal Network for EEG Privacy Protection with Enhancing Decoding Tasks IJCAI 2025 Improving Semantic Understanding in Speech Language Models via Brain-tuning ICLR 2025 Manhattan Self-Attention Diffusion Residual Networks with Dynamic Bias Rectification for BCI-based Few-Shot Learning AAAI 2025 MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems AAAI 2025 MHANet: Multi-scale Hybrid Attention Network for Auditory Attention Detection IJCAI 2025 MindPainter: Efficient Brain-Conditioned Painting of Natural Images via Cross-Modal Self-Supervised Learning AAAI 2025 MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction AAAI 2025 Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning AAAI 2025 NeuralFlix: A Simple While Effective Framework for Semantic Decoding of Videos from Non-invasive Brain Recordings AAAI 2025 NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals ICLR 2025 Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction ICCV 2025 NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025 Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025 Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs) NAACL 2025 Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings ICLR 2025 A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024