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Buch Cover EEG Signal Analysis and Classification

Siuly Siuly, Yan Li, Yanchun Zhang
Springer International Publishing
149.79 € · Hardcover

Electroencephalogram (EEG) Epileptic seizure Feature extraction Classification Brain computer interface (BCI) Motor imagery (MI) Clustering technique (CT) Simple random sampling (SRS) Cross-correlation (CC) technique Optimum allocation technique Least square supper vector machine (LS-SVM) Logistic regression (LR) Kernal logistic regression (KLR) Optimum allocation sampling k-NN

This book presents advanced methodologies in two areas related to electroencephalogram (EEG) signals: detection of epileptic seizures and identification of mental states in brain computer interface (BCI) systems. The proposed methods enable the extraction of this vital information from EEG signals i...

EEG Signal Analysis and Classification

Siuly Siuly, Yan Li, Yanchun Zhang
Springer International Publishing
149.79 € · Paperback

Electroencephalogram (EEG) Epileptic seizure Feature extraction Classification Brain computer interface (BCI) Motor imagery (MI) Clustering technique (CT) Simple random sampling (SRS) Cross-correlation (CC) technique Optimum allocation technique Least square supper vector machine (LS-SVM) Logistic regression (LR) Kernal logistic regression (KLR) Optimum allocation sampling k-NN

This book presents advanced methodologies in two areas related to electroencephalogram (EEG) signals: detection of epileptic seizures and identification of mental states in brain computer interface (BCI) systems. The proposed methods enable the extraction of this vital information from EEG signals i...

EEG Signal Analysis and Classification

Siuly Siuly, Yan Li, Yanchun Zhang
Springer International Publishing
139.09 € · eBook

Electroencephalogram (EEG) Epileptic seizure Feature extraction Classification Brain computer interface (BCI) Motor imagery (MI) Clustering technique (CT) Simple random sampling (SRS) Cross-correlation (CC) technique Optimum allocation technique Least square supper vector machine (LS-SVM) Logistic regression (LR) Kernal logistic regression (KLR) Optimum allocation sampling k-NN

This book presents advanced methodologies in two areas related to electroencephalogram (EEG) signals: detection of epileptic seizures and identification of mental states in brain computer interface (BCI) systems. The proposed methods enable the extraction of this vital information from EEG signals i...

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