Search Results - "EEG decoding algorithm"

MSCNN-ADDA: A Cross-Subject P300 EEG Decoding Algorithm Based on a Multi-Scale Convolutional Neural Network and Adversarial Discriminative Domain Adaptation

Authors: He, Wanying Zhao, Yongxi Pan, Jiahui

Source: Proceedings of the Annual Meeting of the Cognitive Science Society. 47

Subject Terms: Artificial Intelligence, Human-computer interaction, Machine learning, Electroencephalography (EEG), Neural Networks

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/20q9m859
https://escholarship.org/content/qt20q9m859/qt20q9m859.pdf

SMMTM: Motor imagery EEG decoding algorithm using a hybrid multi-branch separable convolutional self-attention temporal convolutional network.

Authors: Cao D Yu Z Wang J et al.

Source: PloS one [PLoS One] 2025 Oct 23; Vol. 20 (10), pp. e0333805. Date of Electronic Publication: 2025 Oct 23 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Brain-Computer Interfaces* , Electroencephalography*/methods , Algorithms* , Imagination*/physiology, Humans ; Neural Networks, Computer

SMMTM: Motor imagery EEG decoding algorithm using a hybrid multi-branch separable convolutional self-attention temporal convolutional network

Authors: DianGuo Cao ZhenYuan Yu Jinqiang Wang et al.

Source: PLoS ONE, Vol 20, Iss 10 (2025)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12548917/?tool=EBI; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/bf123dcdd91249bfb7acdb1eb7caffcb

Riemannian manifold based EEG decoding algorithm design and the application on real-time BCI system

Authors: Xu, Jiachen

基于P300特征的脑-机接口解码算法研究综述. (Chinese)

Alternate Title: A Review of Brain-computer Interface Decoding Algorithms Based on P300 Features. (English)

Authors: 刘 邈 林 超 韩 锦 et al.

Source: Journal of Signal Processing; Aug2023, Vol. 39 Issue 8, p1367-1385, 19p

Weighted Filter Bank and Regularization Common Spatial Pattern-Based Decoding Algorithm for Brain-Computer Interfaces.

Authors: Ye, Jincai Zhu, Jiajie Huang, Shoulin

Source: Applied Sciences (2076-3417); May2025, Vol. 15 Issue 9, p5159, 18p

Subject Terms: MOTOR imagery (Cognition), DECODING algorithms, BRAIN-computer interfaces, FILTER banks, SPATIAL filters

EEG-Based Cross-Subject Emotion Recognition Using Sparse Bayesian Learning With Enhanced Covariance Alignment.

Authors: Wang, Wenlong Qi, Feifei Huang, Weichen et al.

Source: IEEE Transactions on Affective Computing; Apr-Jun2025, Vol. 16 Issue 2, p1190-1204, 15p

Brain?Machine Interface and Visual Compressive Sensing-Based Teleoperation Control of an Exoskeleton Robot.

Authors: Qiu, Shiyuan Li, Zhijun Zhang, Longbin et al.

Source: IEEE Transactions on Fuzzy Systems; Feb2017, Vol. 25 Issue 1, p58-69, 12p

Subject Terms: BRAIN-computer interfaces, REMOTE control, ELECTROENCEPHALOGRAPHY

An attention-based motor imagery brain–computer interface system for lower limb exoskeletons.

Authors: Ma, Xinzhi Chen, Weihai Pei, Zhongcai et al.

Source: Review of Scientific Instruments; Dec2024, Vol. 95 Issue 12, p1-11, 11p

Subject Terms: ROBOTIC exoskeletons, CONVOLUTIONAL neural networks, MOTOR imagery (Cognition), REHABILITATION, DISABILITIES

Driving Attention State Detection Based on GRU-EEGNet.

Authors: Wu, Xiaoli Shi, Changcheng Yan, Lirong

Source: Sensors (14248220); Aug2024, Vol. 24 Issue 16, p5086, 21p

Subject Terms: MACHINE learning, SIGNAL detection, POWER spectra, DISTRACTION, SIGNALS & signaling

Sparse Bayesian Learning for End-to-End EEG Decoding

Authors: Wenlong Wang Feifei Qi David Paul Wipf et al.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45:15632-15649

Subject Terms: Machine Learning, Brain-Computer Interfaces, Imagination, Brain, Bayes Theorem, Electroencephalography, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/37506000

The SSHVEP Paradigm-Based Brain Controlled Method for Grasping Robot Using MVMD Combined CNN Model.

Authors: Li, Rui Bai, Duanyang Li, Zhijun et al.

Source: IEEE Transactions on Neural Systems & Rehabilitation Engineering; 2024, Vol. 32, p2564-2578, 15p

Subject Terms: CONVOLUTIONAL neural networks, VISUAL evoked potentials, BRAINWASHING, DECODING algorithms, ELECTROENCEPHALOGRAPHY

EEG features of the interaction between sense of agency and body ownership: a motor imagery BCI case study

Authors: Arpaia, Pasquale D'Angelo, Mariano D'Errico, Giovanni et al.

Source: 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE). :104-109

Subject Terms: 03 medical and health sciences, Performance evaluation, Motor drives, Neuroprostheses, Neural engineering, Imaging, Metrology, Particle measurements, 0302 clinical medicine, BCI, Body Ownership, EEG, Extended Reality, Gamification, Motor Imagery, Neurofeedback, Virtual Reality

File Description: application/pdf

Access URL: https://hdl.handle.net/11588/942778
https://ieeexplore.ieee.org/document/9967507
https://doi.org/10.1109/MetroXRAINE54828.2022.9967507
https://hdl.handle.net/11583/2973856
https://hdl.handle.net/11588/942778
https://doi.org/10.1109/MetroXRAINE54828.2022.9967507

EEG-based emergency braking intention detection during simulated driving.

Authors: Liang, Xinbin Yu, Yang Liu, Yadong et al.

Source: BioMedical Engineering OnLine; 7/1/2023, Vol. 22 Issue 1, p1-20, 20p

Subject Terms: ELECTROENCEPHALOGRAPHY, RECEIVER operating characteristic curves, CLASSIFICATION algorithms, WAKEFULNESS

Utilizing EEG Signal Data and Motion to Aid in Prosthetic Hand Motion

Authors: Harshitha Jasti

Source: Journal of Student Research. 12

A novel EEG decoding method for a facial-expression-based BCI system using the combined convolutional neural network and genetic algorithm.

Authors: Rui Li Di Liu Zhijun Li et al.

Source: Frontiers in Neuroscience; 9/13/2022, Vol. 16, p1-18, 18p

Subject Terms: CONVOLUTIONAL neural networks, GENETIC algorithms, COMPUTER interfaces, MACHINE learning, AUTOMATIC systems in automobiles

A Novel Hybrid Brain-Computer Interface Combining Motor Imagery and Intermodulation Steady-State Visual Evoked Potential.

Authors: Chi, Xinyi Wan, Chunxiao Wang, Chunyan et al.

Source: IEEE Transactions on Neural Systems & Rehabilitation Engineering; 2022, Vol. 30, p1525-1535, 11p

Subject Terms: BRAIN-computer interfaces, MOTOR imagery (Cognition), PREHENSION (Physiology), INTERMODULATION, VISUAL evoked potentials, DISTRIBUTION (Probability theory), LIGHT emitting diodes

A classification algorithm of an SSVEP brain-Computer interface based on CCA fusion wavelet coefficients.

Authors: Ma, Pengfei Dong, Chaoyi Lin, Ruijing et al.

Source: Journal of Neuroscience Methods. Apr2022, Vol. 371, pN.PAG-N.PAG. 1p.

Subject Terms: *CLASSIFICATION algorithms, *BRAIN-computer interfaces, *VISUAL evoked potentials, *DECODING algorithms, *SUPPORT vector machines

Company/Entity: TSINGHUA University (Beijing, China)

Boosting-LDA algriothm with multi-domain feature fusion for motor imagery EEG decoding.

Authors: Zhang, Yue Chen, Weihai Lin, Chun-Liang et al.

Source: Biomedical Signal Processing & Control. Sep2021, Vol. 70, pN.PAG-N.PAG. 1p.

Subject Terms: Motor imagery (Cognition), Brain-computer interfaces, Feature extraction, Fisher discriminant analysis, Boosting algorithms, Classification algorithms, Electroencephalography

Brain–Machine Interface and Visual Compressive Sensing-Based Teleoperation Control of an Exoskeleton Robot

Authors: Shiyuan Qiu Zhijun Li Wei He et al.

Source: IEEE Transactions on Fuzzy Systems. 25:58-69

Subject Terms: 0209 industrial biotechnology, 02 engineering and technology

Access URL: https://cronfa.swan.ac.uk/Record/cronfa28341/Download/0028341-28062016233428.pdf
https://cronfa.swan.ac.uk/Record/cronfa28341/Download/0028341-28062016233428.pdf
https://dblp.uni-trier.de/db/journals/tfs/tfs25.html#QiuLHZYS17
http://ieeexplore.ieee.org/document/7468476/
https://ieeexplore.ieee.org/document/7468476/
https://cronfa.swan.ac.uk/Record/cronfa28341