EEG brain signal classification for epileptic seizure disorder detection / Sandeep Kumar Satapathy, Satchidananda Dehuri, Alok Kumar Jagadev, Shruti Mishra.

Author/creator Satapathy, Sandeep Kumar
Other author Dehuri, Satchidananda.
Other author Jagadev, Alok Kumar.
Other author Mishra, Shruti.
Format Electronic
Publication InfoLondon : Elsevier/Academic Press, [2019]
Descriptionviii, 126 pages : illustrations ; 23 cm
Supplemental ContentFull text available from eBook - Biochemistry, Genetics and Molecular Biology 2019
Subjects
Epilepsy--Diagnosis.
Patient monitoring.
Electroencephalography.
Epilepsy--diagnosis.
Seizures--diagnosis.
Electroencephalography.
Signal Processing, Computer-Assisted.
Monitoring, Physiologic.

Contents Introduction -- Literature survey -- Empirical study on the performance of the classifiers in EEG classification -- EEG signal classification using RBF neural network trained with improved PSO algorithm for epilepsy identification -- ABC optimized RBFNN classification of EEG signal for epileptic seizure identification -- Conclusion and future reseach.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Issued in other formEbook version : 9780128174272
Genre/formElectronic books.
LCCN 2019933084
ISBN9780128174265 (pbk.)
ISBN0128174269 (pbk.)
ISBN(ePub ebook)