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Brain-Computer Interface

101 directly classified papers

Papers per year

Papers

A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography NIPS 2024
Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models NIPS 2023
NOIR: Neural Signal Operated Intelligent Robots for Everyday Activities CORL 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors NIPS 2023
Electrophysiological Brain Source Imaging via Combinatorial Search with Provable Optimality AAAI 2023
Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces NIPS 2023
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NIPS 2023
Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023
How does the brain process syntactic structure while listening? ACL 2023
UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language ACL 2023
Towards Voice Reconstruction from EEG during Imagined Speech AAAI 2023
MAtt: A Manifold Attention Network for EEG Decoding NIPS 2022
First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization NIPS 2022
Mind Reader: Reconstructing complex images from brain activities NIPS 2022
Learning on Arbitrary Graph Topologies via Predictive Coding NIPS 2022
Distinguishing Learning Rules with Brain Machine Interfaces NIPS 2022
Brain-Supervised Image Editing CVPR 2022
Multi-view and Cross-view Brain Decoding COLING 2022
A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022
Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses NIPS 2022
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022
Decoding Part-of-Speech from Human EEG Signals ACL 2022
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification AAAI 2022
Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021