eeg signal

A Multimodal EEG-Eye Movement Model for Automatic Depression Detection AAAI 2026 Cross-Subject EEG-to-Video Reconstruction and Beyond CVPR 2026 D$^2$-FOSA: Dual-Diffusion Guided EEG-to-Image Reconstruction with Frequency-Oriented Semantic Alignment CVPR 2026 Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment AAAI 2026 BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications ICLR 2025 CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information AAAI 2025 Enhancing Syllabic Recognition via Speech-EEG Phase Analysis and Non-Activity State Modeling Interspeech 2025 Neuro-3D: Towards 3D Visual Decoding from EEG Signals CVPR 2025 Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs) NAACL 2025 A Grassmannian Manifold Self-Attention Network for Signal Classification IJCAI 2024 Cross-Attention-Guided WaveNet for EEG-to-MEL Spectrogram Reconstruction Interspeech 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 Learning Robust Deep Visual Representations From EEG Brain Recordings WACV 2024 VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition ICLR 2024 Can Brain Signals Reveal Inner Alignment with Human Languages? EMNLP 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 Emotion Classification with EEG Responses Evoked by Emotional Prosody of Speech Interspeech 2023 Enhancing the EEG Speech Match Mismatch Tasks With Word Boundaries Interspeech 2023 The neural dynamics of word recognition and integration EMNLP 2023 Towards Voice Reconstruction from EEG during Imagined Speech AAAI 2023 CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals ICLR 2022 CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022