Beyond Subjective Self-Rating: EEG Signal Classification of Cognitive Workload

Systems Design for EEG Signal Classification of Sensorimotor Activity Using Machine Learning

2021 IEEE International Systems Conference (SysCon) ◽

10.1109/syscon48628.2021.9447106 ◽

2021 ◽

Author(s):

Jacqueline Heaton ◽

Sidney Givigi

Keyword(s):

Machine Learning ◽

Systems Design ◽

Signal Classification ◽

Eeg Signal ◽

Sensorimotor Activity ◽

A Novel Feature Analysis Method for EEG Signal Classification of Attended and Unattended Audiovisual Integration

2019 IEEE International Conference on Mechatronics and Automation (ICMA) ◽

10.1109/icma.2019.8816257 ◽

2019 ◽

Author(s):

Yang Xi ◽

Anyuan Zhang ◽

Qi Li ◽

Xingjian Yang ◽

Mengchao Zhang ◽

...

Keyword(s):

Audiovisual Integration ◽

Signal Classification ◽

Feature Analysis ◽

Eeg Signal ◽

Analysis Method ◽

Proceedings of the 1st International Conference on Electronics, Biomedical Engineering, and Health Informatics - Lecture Notes in Electrical Engineering ◽

Time Domain Features for EEG Signal Classification of Four Class Motor Imagery Using Artificial Neural Network

10.1007/978-981-33-6926-9_53 ◽

2021 ◽

pp. 605-612

Author(s):

Rahmat Widadi ◽

Dodi Zulherman ◽

S. Rama Febriyan Ari

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Motor Imagery ◽

Time Domain ◽

Signal Classification ◽

Eeg Signal ◽

Artificial Neural

Entropy and complexity measures for EEG signal classification of schizophrenic and control participants

Artificial Intelligence in Medicine ◽

10.1016/j.artmed.2009.03.003 ◽

2009 ◽

Vol 47 (3) ◽

pp. 263-274 ◽

Cited By ~ 133

Author(s):

Malihe Sabeti ◽

Serajeddin Katebi ◽

Reza Boostani

Keyword(s):

Signal Classification ◽

Eeg Signal ◽

Complexity Measures ◽

And Control

A new approach for EEG signal classification of schizophrenic and control participants

Expert Systems with Applications ◽

10.1016/j.eswa.2010.07.145 ◽

2011 ◽

Vol 38 (3) ◽

pp. 2063-2071 ◽

Cited By ~ 41

Author(s):

M. Sabeti ◽

S.D. Katebi ◽

R. Boostani ◽

G.W. Price

Keyword(s):

Signal Classification ◽

Eeg Signal ◽

New Approach ◽

And Control

EEG signal classification of imagined speech based on Riemannian distance of correntropy spectral density

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2020.101899 ◽

2020 ◽

Vol 59 ◽

pp. 101899 ◽

Cited By ~ 3

Author(s):

Mohamad Amin Bakhshali ◽

Morteza Khademi ◽

Abbas Ebrahimi-Moghadam ◽

Sahar Moghimi

Keyword(s):

Spectral Density ◽

Signal Classification ◽

Eeg Signal ◽

Resting-state EEG signal classification of amnestic mild cognitive impairment with type 2 diabetes mellitus based on multispectral image and convolutional neural network

Journal of Neural Engineering ◽

10.1088/1741-2552/ab8b7b ◽

2020 ◽

Vol 17 (3) ◽

pp. 036005 ◽

Cited By ~ 3

Author(s):

Dong Wen ◽

Yanhong Zhou ◽

Peng Li ◽

Peng Zhang ◽

Jihui Li ◽

...

Keyword(s):

Neural Network ◽

Diabetes Mellitus ◽

Type 2 Diabetes ◽

Resting State ◽

Amnestic Mild Cognitive Impairment ◽

Signal Classification ◽

Eeg Signal ◽

Selection of relevant features for EEG signal classification of schizophrenic patients

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2007.03.003 ◽

2007 ◽

Vol 2 (2) ◽

pp. 122-134 ◽

Cited By ~ 40

Author(s):

M. Sabeti ◽

R. Boostani ◽

S.D. Katebi ◽

G.W. Price

Keyword(s):

Signal Classification ◽

Eeg Signal ◽

Schizophrenic Patients ◽

Selection Of

Learning Optimization Using Genetic Algorithm in Post-Stroke EEG Signal Classification

2020 Fifth International Conference on Informatics and Computing (ICIC) ◽

10.1109/icic50835.2020.9288559 ◽

2020 ◽

Author(s):

Esmeralda Contessa Djamal ◽

Mita Amara ◽

Daswara Djajasasmita ◽

Sandy Lesmana Liem Limanjaya

Keyword(s):

Genetic Algorithm ◽

Signal Classification ◽

Eeg Signal ◽

Post Stroke ◽

EEG signal classification method based on improved empirical mode decomposition and SVM

Journal of Physics Conference Series ◽

10.1088/1742-6596/1846/1/012054 ◽

2021 ◽

Vol 1846 (1) ◽

pp. 012054

Author(s):

Zihao Zhang ◽

Zhiyi Li ◽

Ting Ma ◽

Jiayu Zhao

Keyword(s):

Empirical Mode Decomposition ◽

Signal Classification ◽

Classification Method ◽

Eeg Signal ◽

Mode Decomposition ◽