Artificial Intelligence Enabled Signal Processing based Models for Neural Information Processing

By: Rajesh Kumar Tripathy and Ram Bilas Pachori

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Synopsis: The book provides details regarding the application of various signal processing and artificial intelligence-based methods for electroencephalography data analysis. It will help readers in understanding the use of electroencephalography signals for different neural information processing and cognitive neuroscience applications. The book: Covers topics related to the application of signal processing and machine learning-based techniques for the analysis and classification of electroencephalography signals Presents automated methods for detection of neurological disorders and other applications such as cognitive task recognition, and brain-computer interface Highlights the latest machine learning and deep learning methods for neural signal processing Discusses mathematical details for the signal processing and machine learning algorithms applied for electroencephalography data analysis Showcases the detection of dementia from electroencephalography signals using signal processing and machine learning-based techniques It is primarily written for senior undergraduates, graduate students, and researchers in the fields of electrical engineering, electronics and communications engineering, and biomedical engineering.

Book Quality:: Publisher Quality
Book Size:: 280 Pages
ISBN-13:: 9781040028803
Related ISBNs:: 9781032529301, 9781003479970, 9781040028773
Publisher:: CRC Press
Date of Addition:: 06/05/24
Copyrighted By:: selection and editorial matter, Rajesh Kumar Tripathy and Ram Bilas Pachori
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Science, Computers and Internet, Technology, Medicine
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Rajesh Kumar Tripathy
Edited by:: Ram Bilas Pachori