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
Neuromorphic Computing and Extended Memory

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Disease-specific network pattern of perinatal depression revealed by Common Orthogonal Basis Extraction

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A multimodal sleep foundation model for disease prediction

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Neuroplasticity-Informed Learning Under Cognitive Load: A Systematic Review of Functional Imaging, Brain Stimulation, and Educational Technology Applications

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Fractal Analysis of Auditory Evoked Potentials: Research Gaps and Potential AI Applications

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A Comprehensive Review of Explainable AI in Deep Learning Algorithms for EEG Analysis

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Smart Epilepsy Monitoring System Using Iot Sensors and Ml Algorithms

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MNE-RSA: Representational Similarity Analysis on EEG, MEG and fMRI data

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Long-term unsupervised recalibration of cursor-based intracortical brain–computer interfaces using a hidden Markov model

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How distributed is the brain-wide network that is recruited for cognition?

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近5年高被引文献
EEG Conformer: Convolutional Transformer for EEG Decoding and Visualization

article Full Text OpenAlex 700 FWCI73.3394

IEEE Transactions on Neural Systems and Rehabilitation Engineering

paratext Full Text OpenAlex 570 FWCI0

Walking naturally after spinal cord injury using a brain–spine interface

article Full Text OpenAlex 523 FWCI93.4366

A systematic review on affective computing: emotion models, databases, and recent advances

review Full Text OpenAlex 515 FWCI91.1242

A high-performance speech neuroprosthesis

article Full Text OpenAlex 469 FWCI83.7522

Deep learning, reinforcement learning, and world models

review Full Text OpenAlex 450 FWCI58.4297

Time for action: neural basis of the costs and benefits of temporal predictability for competing response choices

article Full Text OpenAlex 423 FWCI19.5459

EEG Based Emotion Recognition: A Tutorial and Review

review Full Text OpenAlex 418 FWCI47.4411

Physics-Informed Attention Temporal Convolutional Network for EEG-Based Motor Imagery Classification

article Full Text OpenAlex 391 FWCI41.5551

Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition

article Full Text OpenAlex 376 FWCI67.6386