conftrace_

brain-computer interface

135 papers

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Also known as

BCI

Co-occurring keywords

neural decoding (79) eeg signal (41) diffusion model (3751) eeg decoding (14) image reconstruction (671) self-supervised learning (3777) brain computer interface (21) contrastive learning (4032) fmri decoding (14) convolutional neural network (4226)

Papers

EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NIPS 2024
Controllable Mind Visual Diffusion Model AAAI 2024
Neural Bookmarks: Information Retrieval with Deep Learning and EEG Data AAAI 2024
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection NIPS 2024
MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity NIPS 2024
DBPNet: Dual-Branch Parallel Network with Temporal-Frequency Fusion for Auditory Attention Detection IJCAI 2024
Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction NIPS 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion NIPS 2024
DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation NIPS 2023
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals ICML 2023
Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity NIPS 2023
Towards Ultrasound Tongue Image prediction from EEG during speech production INTERSPEECH 2023
Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding ACL 2023
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NIPS 2023
Towards Voice Reconstruction from EEG during Imagined Speech AAAI 2023
Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023
UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language ACL 2023
Mapping Brains with Language Models: A Survey ACL 2023
NOIR: Neural Signal Operated Intelligent Robots for Everyday Activities CORL 2023
Seeing Beyond the Brain: Conditional Diffusion Model With Sparse Masked Modeling for Vision Decoding CVPR 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
Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models NIPS 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors NIPS 2023
MAtt: A Manifold Attention Network for EEG Decoding NIPS 2022