Neuromorphic Computing for Brain Computer Interfaces

Enhanced Synergies in Mind and Machine

Seifedine Kadry, Rajesh Kumar Dhanaraj, Lalitha Krishnasamy, Michael Moses Thiruthuvanathan

• Publisher: Academic Press
• Year: 2026
• Topic: Psychology
• eBook ISBN:
  9780443415951
• Subtopic: Cognitive Neuroscience & Neuropsychology
• Index: Psychology

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

• Front Cover
• Neuromorphic Computing for Brain Computer Interfaces
• Neuromorphic Computing for Brain Computer Interfaces:Enhanced Synergies in Mind and Machine
• Copyright
• Contents
• Contributors
• Preface
• Introduction
• 1 - Introduction to brain-computer interfaces and neuromorphic computing: Foundations and relevance to neurodegener ...
• 2 - BCI intelligence: Neuromorphic computing and brain-computer interfaces characteristics and challenges
• 3 - Neuromorphic algorithms
• 4 - EEG-based imagined speech classification—A systematic review by exploring the effective hierarchical deep learn ...
• 5 - EEG-based biomarkers for early detection and monitoring of Alzheimer's disease
• 6 - Enhanced decision-making through Neuromorphic Computing and BCI
• 7 - AI-augmented chest radiography pneumonia detection: Balancing sensitivity and clinical monitoring
• 8 - Revolutionizing human–device interaction: Advancements and applications in brain–computer interfaces
• 9 - Optimizing logistics for smart cities: Intelligent fleet and delivery management
• 10 - A biomimetic neuromorphic processor for enhanced brain–computer interface applications in neural rehabilitation
• 11 - Neuromorphic solutions for sustainable smart cities: A brain computer interface perspective
• 12 - An artificial intelligence-based real-time monitoring system to study the effect of electrical signal between ...
• 13 - Case study on neuromorphic vision system: BCI-infused technologies for advanced image processing
• 14 - Cross generational data analysis on mental health effect of social media
• 15 - Mapping the research landscape of neuromorphic computing: A bibliometric analysis of trends, collaboration, an ...
• 16 - Neuro-driven smart homes: The future of adaptive and sustainable living
• Index
• Back Cover