专题：EEG and Brain-Computer Interfaces

This cluster of papers focuses on the development and application of Brain-Computer Interfaces (BCIs) in neuroscience and medicine. It covers topics such as EEG analysis, neuroprosthetics, BCI technology, motor imagery, epilepsy detection, cortical control, neural ensemble physiology, BCI communication, and deep learning for EEG decoding.
最新文献
Epilepsy Identification using Hybrid CoPrO-DCNN Classifier

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A novel deep learning model based on transformer and cross modality attention for classification of sleep stages

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Neuroimage analysis using artificial intelligence approaches: a systematic review

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Data Constraints and Performance Optimization for Transformer-Based Models in EEG-Based Brain-Computer Interfaces: A Survey

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Generalized Contrastive Partial Label Learning for Cross-Subject EEG-Based Emotion Recognition

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Refined Self-Attention Transformer Model for ECG-Based Arrhythmia Detection

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Strategies for Reliable Stress Recognition: A Machine Learning Approach Using Heart Rate Variability Features

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Musical Neurofeedback Advancements, Feedback Modalities, and Applications: A Systematic Review

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An end-to-end multi-task motor imagery EEG classification neural network based on dynamic fusion of spectral-temporal features

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A single-center, assessor-blinded, randomized controlled clinical trial to test the safety and efficacy of a novel brain-computer interface controlled functional electrical stimulation (BCI-FES) intervention for gait rehabilitation in the chronic stroke population

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近5年高被引文献
NeuroKit2: A Python toolbox for neurophysiological signal processing

article Full Text OpenAlex 1043 FWCI97.88870276

American Clinical Neurophysiology Society's Standardized Critical Care EEG Terminology: 2021 Version

article Full Text OpenAlex 929 FWCI122.78573271

The default mode network in cognition: a topographical perspective

review Full Text OpenAlex 859 FWCI93.99463913

High-performance brain-to-text communication via handwriting

article Full Text OpenAlex 821 FWCI85.66939967

BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

article Full Text OpenAlex 576 FWCI56.26250542

IEEE Transactions on Neural Systems and Rehabilitation Engineering

paratext Full Text OpenAlex 566 FWCI0

An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG

article Full Text OpenAlex 531 FWCI52.3684418

EEG Conformer: Convolutional Transformer for EEG Decoding and Visualization

article Full Text OpenAlex 530 FWCI85.07608387

A brain-computer interface that evokes tactile sensations improves robotic arm control

article Full Text OpenAlex 511 FWCI50.35427096

Neuroprosthesis for Decoding Speech in a Paralyzed Person with Anarthria

article Full Text OpenAlex 509 FWCI51.83132958