Artificial intelligence applications for brain-computer interfaces /
"Artificial Intelligence Applications for Brain-Computer Interfaces focuses on the advancements, challenges, and prospects of future technologies involving noninvasive brain-computer interfaces (BCIs). It includes the processing and analysis of multimodal signals, integrated computation-acquisi...
| Corporate Author: | |
|---|---|
| Other Authors: | , , , |
| Format: | eBook |
| Language: | English |
| Published: |
London ; San Diego, CA:
Academic Press, an imprint of Elsevier,
[2025]
|
| Series: | Artificial intelligence applications in healthcare and medicine
|
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | "Artificial Intelligence Applications for Brain-Computer Interfaces focuses on the advancements, challenges, and prospects of future technologies involving noninvasive brain-computer interfaces (BCIs). It includes the processing and analysis of multimodal signals, integrated computation-acquisition devices, and implantable neuro techniques. Provides cross-disciplinary research in BCI but also presents divergent applications on telerehabilitation, emotion recognition, neuro-rehabilitation, cognitive workload assessments, and ambient assisted living solutions ... describes how BCIs connect the brain with external devices like computers and electronic gadgets. It analyzes the neural signals from the brain to obtain insights from the brain patterns using multiple noninvasive wearable sensors. It gives insight into how sensor outcomes are processed through machine-intelligent models to draw inferences. Each chapter starts with the importance, problem statement, and motivation. A description of the proposed methodology is provided, and related works are also presented." -- |
|---|---|
| Physical Description: | 1 online resource : illustrations (some color). |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 0443334153 9780443334153 |