Neuromorphic Computing for Brain Computer Interfaces : Enhanced Synergies in Mind and Machine

著者名：Kadry BSc, MSc, PhD, HDR, Seifedine (EDT)/Dhanaraj PhD, Rajesh Kumar (EDT)/Krishnasamy PhD, Lalitha (EDT)/Thiruthuvanathan PhD, Michael Moses (EDT)

Academic Press（2026/09/22発売）

• 言語：ENG
• ISBN：9780443415944
• eISBN：9780443415951

Description

Neuromorphic Computing for Brain Computer Interfaces: Enhanced Synergies in Mind and Machine examines practical situations where interpretability is crucial, going beyond theoretical considerations and providing case studies and examples to illustrate how Brain Computer Interfaces could be implemented in the real world. The book encompasses novel concepts, cutting-edge research, frameworks, and tools that facilitate comprehension of neuromorphic computing models. It is an ideal, comprehensive reference for professionals, researchers, and students who want to grasp the fundamental concepts and most recent developments in brain-computer interfaces (BCIs) and neuromorphic computing.- Provides an in-depth study of the principles, technology, and applications that drive neuromorphic computing and brain-computer interfaces- Offers an interdisciplinary approach that includes cognitive science, neuroscience, artificial intelligence, and biomedical engineering- Presents actionable insights and methodologies that can be applied to real-world challenges by presenting practical implementations and case studies

Table of Contents

1. Physiological Brain Signals2. Signal Acquisition Sensors3. Neuromorphic Algorithms4. Adaptive Learning Architectures5. Cognitive Fusion6. BCI Intelligence7. Deep Neural Network Models8. Enhanced Decision-Making9. Neuromorphic Edge Computing10. Case Study on Mindful Healthcare11. Case Study on Neuromorphic Vision Systems: BCI-Infused Technologies for Advanced Image Processing12. Case Study on Neuromorphic Audio Processing: BCI-Driven Innovations in Sound Recognition and Synthesis13. Case Study on Education Revolution: Neuromorphic and BCI Technologies Shaping Personalized Learning Environments14. Future of BCIs: Problems and Prospects. Research and Development