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
Emotional excess by multimodal Gaidai prognostics methodology, accounting for memory effects

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Cortical involvement of movement cued by moderate but not loud acoustic stimuli: Subcortical mediation of the StartReact effect

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Enhancing the Prediction of Episodes of Aggression in Patients with Dementia Using Audio-Based Detection: A Multimodal Late Fusion Approach with a Meta-Classifier

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Quantitative dynamics of neural uncertainty in sensory processing and decision-making during discriminative learning

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Spectral Differences of Anesthetic Agents: Addressing Fundamental Problems With New Methods

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Hippocampal and cortical oscillatory dynamics reflect semantic processing and predict behavioural performance

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Modulation of beta oscillatory dynamics in motor and frontal areas during physical fatigue

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Identification of patients with de novo Parkinson's Disease from chemosensory EEG signals using ICEEMDAN domain Entropy Features

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Non-Invasive Brain Stimulation and Artificial Intelligence in Communication Neuroprosthetics: A Bidirectional Approach for Speech and Hearing Impairments

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A wireless, scalable and modular EEG sensor network platform for unobtrusive brain recordings

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近5年高被引文献
The default mode network in cognition: a topographical perspective

review Full Text OpenAlex 736 FWCI24.617

NeuroKit2: A Python toolbox for neurophysiological signal processing

article Full Text OpenAlex 723 FWCI69.544

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

article Full Text OpenAlex 676 FWCI97.099

High-performance brain-to-text communication via handwriting

article Full Text OpenAlex 658 FWCI65.184

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

article Full Text OpenAlex 405 FWCI39.132

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

article Full Text OpenAlex 404 FWCI39.895

BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

article Full Text OpenAlex 402 FWCI40.985

Neuroprosthesis for Decoding Speech in a Paralyzed Person with Anarthria

article Full Text OpenAlex 398 FWCI40.331

Flexible Electronics and Devices as Human–Machine Interfaces for Medical Robotics

review Full Text OpenAlex 386 FWCI7.866

Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review

review Full Text OpenAlex 334 FWCI10.966