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

Editat de Seifedine Kadry, Rajesh Kumar Dhanaraj, Lalitha Krishnasamy, Michael Moses Thiruthuvanathan
en Limba Engleză Paperback – mai 2026
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
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Specificații

ISBN-13: 9780443415944
ISBN-10: 0443415943
Pagini: 250
Dimensiuni: 152 x 229 mm
Greutate: 0.45 kg
Editura: ELSEVIER SCIENCE

Cuprins

1. Physiological Brain Signals
2. Signal Acquisition Sensors
3. Neuromorphic Algorithms
4. Adaptive Learning Architectures
5. Cognitive Fusion
6. BCI Intelligence
7. Deep Neural Network Models
8. Enhanced Decision-Making
9. Neuromorphic Edge Computing
10. Case Study on Mindful Healthcare
11. Case Study on Neuromorphic Vision Systems: BCI-Infused Technologies for Advanced Image Processing
12. Case Study on Neuromorphic Audio Processing: BCI-Driven Innovations in Sound Recognition and Synthesis
13. Case Study on Education Revolution: Neuromorphic and BCI Technologies Shaping Personalized Learning Environments
14. Future of BCIs: Problems and Prospects. Research and Development