Revolutionizing Neuro-Rehabilitation: Computational Intelligence and Deep Learning Methods

Explore the cutting-edge possibilities of AI-based neuro-rehabilitation methods to treat neurological disorders with “Computational Intelligence and Deep Learning Methods for Neuro-rehabilitation Applications” by D. Jude Hemanth.

Unlocking the Potential of Neuro-Rehabilitation

This comprehensive book delves into the challenges and solutions associated with various neuro-rehabilitation methods, using real-time scenarios and case studies from different geographical locations. From brain function grading for adults with Mild Cognitive Impairment to developing assistive devices for paralytic patients, this book covers it all.

Machine Learning and Neuro-Rehabilitation: A Powerful Combination

Discover the role of machine learning in:

• Brain Computer Interface for post-stroke patients
• Cognitive treatment for spinal cord injuries
• AI-based video games to improve brain performances in children with autism and ADHD
• Deep learning approaches and magnetoencephalography data for limb movement
• EEG signal analysis and smart sensors
• Applying robotic concepts for gait control

Incorporating artificial intelligence techniques into neuro-rehabilitation, this book presents novel ideas and provides in-depth case studies, state-of-the-art methods, and experimental studies.

Each chapter includes a block diagram-based complete set-up to help with real-time implementation, making it an invaluable resource for researchers, practitioners, and students in the field.

Book Details:

Published by Elsevier Science on November 14, 2023, this book is available in English, with ISBN numbers 9780443137723 and 9780443137730.