Artificial Intelligence-based Signal Processing for Brain Activity Analysis (1)
By: and and
Sign Up Now!
Already a Member? Log In
You must be logged into Bookshare to access this title.
Learn about membership options,
or view our freely available titles.
- Synopsis
- Artificial Intelligence-based Signal Processing for Brain Activity Analysis is an indispensable resource for addressing the pressing challenges in medicine, detection of brain-related disorders, brain-computer interfacing, and neuromarketing. It delves into contemporary AI, ML, and signal processing approaches for analysis of brain activity.The salient features of this book include:(1) Acquisition, preprocessing, noise removal, and processing methods for brain signals, including EEG, ECoG, MEG, fMRI, and fNIRS.(2) Latest AI and ML algorithms relevant for classification of brain signals, including traditional machine learners, deep transfer learners, LSTM and auto-encoders, and transformers.(3) Applications in medicine, including mental healthcare, mental stress reduction, psychological disorder detection, OCD detection, sleep disorder detection, seizure detection, brain tumor detection, Alzheimer’s disease detection, and bipolar disorder prediction.(4) Applications in brain-computer interfacing (BCI), gaming and entertainment, and neuromarketing.(5) Recent case studies and experimental and research works.The text is primarily written for senior undergraduate students, graduate students, industry professionals, researchers, and academicians working in the field of AI, ML, signal processing techniques, biomedical signal processing, brain signal analysis, and brain activity analysis.
- Copyright:
- 2026
Book Details
- Book Quality:
- Publisher Quality
- Book Size:
- 340 Pages
- ISBN-13:
- 9781040437711
- Related ISBNs:
- 9781040437681, 9781003544012, 9781032896724
- Publisher:
- CRC Press
- Date of Addition:
- 11/12/25
- Copyrighted By:
- selection and editorial matter, Rahul Kumar Chaurasiya, Varun Bajaj and Vishakha Chourasia
- 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:
- Rahul Chaurasiya
- Edited by:
- Varun Bajaj
- Edited by:
- Vishakha Chourasia
Reviews
Other Books
- by Varun Bajaj
- by Rahul Kumar Chaurasiya
- by Vishakha Chourasia
- in Nonfiction
- in Science
- in Computers and Internet
- in Technology
- in Medicine