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
The Five Task Model: A Substrate-Free Framework for Life, Cognition, and Intelligent Systems

article Full Text OpenAlex

Project Aeterna: Foundational Theories and an Undisclosed Humanoid Embodied Platform for Future Extended Human-Machine Systems

article Full Text OpenAlex

A Spatiotemporal Neural Network Framework for EEG-Based Emotion Recognition in Depression Assessment

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A Hybrid Fully Convolutional CNN-Transformer Model for Inherently Interpretable Disease Detection from Retinal Fundus Images

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Human-Centered Shared Autonomy for Motor Planning, Learning, and Control Applications

book-chapter Full Text OpenAlex

Ensemble Transitive Bidirectional Decoupled Self-Distillation for Time-Series Classification

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High-frequency, low-energy organic event-based sensors for closed-loop neurostimulation

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A multimodal sleep foundation model for disease prediction

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

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Aptamer–Sensor Interface Concept Note: Defining Aptamer G-Iodine as a Non-Therapeutic Signal Interface Component

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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 794 FWCI75.2911

IEEE Transactions on Neural Systems and Rehabilitation Engineering

paratext Full Text OpenAlex 573 FWCI0

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

article Full Text OpenAlex 556 FWCI93.9123

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

review Full Text OpenAlex 538 FWCI92.2379

A high-performance speech neuroprosthesis

article Full Text OpenAlex 496 FWCI83.7413

Deep learning, reinforcement learning, and world models

review Full Text OpenAlex 473 FWCI59.2825

EEG Based Emotion Recognition: A Tutorial and Review

review Full Text OpenAlex 442 FWCI48.1847

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

article Full Text OpenAlex 426 FWCI19.6551

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

article Full Text OpenAlex 423 FWCI42.0289

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

article Full Text OpenAlex 400 FWCI68.9762