Application of SVM Framework for Classification of Single Trial EEG

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11760191_80 ◽

2006 ◽

pp. 548-553 ◽

Cited By ~ 2

Author(s):

Xiang Liao ◽

Yu Yin ◽

Chaoyi Li ◽

Dezhong Yao

Keyword(s):

Single Trial

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A Single-trial Multi-class Classification of Various Motor Imagery Tasks for EEG-based Brain-computer Interface Communication

IEEJ Transactions on Sensors and Micromachines ◽

10.1541/ieejsmas.135.239 ◽

2015 ◽

Vol 135 (7) ◽

pp. 239-245

Author(s):

Tadanobu Misawa ◽

Jumpei Matsuda ◽

Shigeki Hirobayashi

Keyword(s):

Motor Imagery ◽

Brain Computer Interface ◽

Computer Interface ◽

Single Trial ◽

Multi Class Classification

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Single-trial EEG classification of motor imagery using deep convolutional neural networks

Optik ◽

10.1016/j.ijleo.2016.10.117 ◽

2017 ◽

Vol 130 ◽

pp. 11-18 ◽

Cited By ~ 95

Author(s):

Zhichuan Tang ◽

Chao Li ◽

Shouqian Sun

Keyword(s):

Neural Networks ◽

Motor Imagery ◽

Convolutional Neural Networks ◽

Single Trial ◽

Deep Convolutional Neural Networks ◽

Eeg Classification

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Single-Trial Classification of MEG Recordings

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2006.888824 ◽

2007 ◽

Vol 54 (3) ◽

pp. 436-443 ◽

Cited By ~ 35

Author(s):

Marcos Perreau Guimaraes ◽

Dik Kin Wong ◽

E. Timothy Uy ◽

Logan Grosenick ◽

Patrick Suppes

Keyword(s):

Single Trial

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A Logistic Regression Based Framework for Spatio-Temporal Feature Representation and Classification of Single-Trial EEG

Communications in Computer and Information Science - Cognitive Systems and Signal Processing ◽

10.1007/978-981-16-2336-3_36 ◽

2021 ◽

pp. 387-394

Author(s):

Feifei Qi ◽

Wei Wu ◽

Ke Liu ◽

Tianyou Yu ◽

Yang Cao

Keyword(s):

Logistic Regression ◽

Feature Representation ◽

Single Trial ◽

Spatio Temporal ◽

Temporal Feature

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Automatic single-trial classification of prefrontal hemodynamic activity in an individual with Duchenne muscular dystrophy

Developmental Neurorehabilitation ◽

10.3109/17518423.2012.718293 ◽

2012 ◽

Vol 16 (1) ◽

pp. 67-72 ◽

Cited By ~ 22

Author(s):

Sarah Dianne Power ◽

Tom Chau

Keyword(s):

Duchenne Muscular Dystrophy ◽

Muscular Dystrophy ◽

Single Trial

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Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2016.2599297 ◽

2016 ◽

Vol 10 (7) ◽

pp. 1295-1305 ◽

Cited By ~ 8

Author(s):

Hiroshi Higashi ◽

Tomasz M. Rutkowski ◽

Toshihisa Tanaka ◽

Yuichi Tanaka

Keyword(s):

Discriminant Analysis ◽

Event Related Potentials ◽

Single Trial ◽

Related Potentials ◽

Subspace Constraints

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Extracting nonlinear correlation for the classification of single-trial EEG in a finger movement task

2014 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2014.6889643 ◽

2014 ◽

Cited By ~ 1

Author(s):

Jun Lu ◽

Kan Xie ◽

Zeng Tang

Keyword(s):

Finger Movement ◽

Single Trial ◽

Nonlinear Correlation

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Single-trial classification of awareness state during anesthesia by measuring critical dynamics of global brain activity

Scientific Reports ◽

10.1038/s41598-019-41345-4 ◽

2019 ◽

Vol 9 (1) ◽

Cited By ~ 5

Author(s):

Leandro M. Alonso ◽

Guillermo Solovey ◽

Toru Yanagawa ◽

Alex Proekt ◽

Guillermo A. Cecchi ◽

...

Keyword(s):

Brain Activity ◽

Critical Dynamics ◽

Single Trial ◽

Global Brain

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Single Trial EEG Classification of Tasks with Dominance of Mental and Sensory Attention with Deep Learning Approach

Advances in Neural Computation, Machine Learning, and Cognitive Research II - Studies in Computational Intelligence ◽

10.1007/978-3-030-01328-8_21 ◽

2018 ◽

pp. 190-195

Author(s):

Irina Knyazeva ◽

Alexander Efitorov ◽

Yulia Boytsova ◽

Sergey Danko ◽

Vladimir Shiroky ◽

...

Keyword(s):

Deep Learning ◽

Learning Approach ◽

Single Trial ◽

Eeg Classification

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Single-trial Based EEG Classification of the Dynamic Representation of Speaker Stance: A Preliminary Study with Representational Similarity Analysis

NeuroManagement and Intelligent Computing Method on Multimodal Interaction on - ICMI '19 ◽

10.1145/3357160.3357672 ◽

2019 ◽

Cited By ~ 1

Author(s):

Xiaoming Jiang

Keyword(s):

Similarity Analysis ◽

Single Trial ◽

Eeg Classification ◽

Dynamic Representation ◽

Representational Similarity Analysis ◽

Preliminary Study

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