Artificial Intelligence-Based Brain-Computer Interface

ISBN-13: 9780323911979 / Angielski / Miękka / 2022 / 394 str.

Varun Bajaj; G. R. Sinha

Spis treści

1. Introduction to Artificial Intelligence and Brain-Computer Interface
2. Development BCI Using AI Diagnosis of Epileptic Seizure Disorders
3. AI-Based BCI for Identification of Sleep Disorders Using EEG Signals
4. Emotion Recognition Based BCI
5. AI-Based BCI for Apnea Detection
6. Motor-Imagery Task Classification in BCI
7. Identifying Alcoholic Brain State and Effect in BCI
8. Approaches for Classification of Apnea Disorders Using EEG Signals
9. Stress Management Using Artificial Intelligence for BCI
10. Machine Learning Techniques for Development of Smart Healthcare
11. Prediction of Disease Based on Probabilistic Modeling of Medical Data
12. AI-Based Classification of Focal Disorders Using EEG Signals
13. Identification and Analysis of EEG Signals for BCI
14. Intelligent Medical Data Processing for BCI
15. Management of Disease Spread in Large Populations: Case Studies in BCI