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portada Computational Intelligence and Deep Learning Methods for Neuro-Rehabilitation Applications
Type
Physical Book
Publisher
Author
Language
English
Pages
302
Format
Paperback
ISBN13
9780443137723
Edition No.
1

Computational Intelligence and Deep Learning Methods for Neuro-Rehabilitation Applications

Hemanth D. Jude (Author) · Academic Press · Paperback

Computational Intelligence and Deep Learning Methods for Neuro-Rehabilitation Applications - Hemanth D. Jude

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Synopsis "Computational Intelligence and Deep Learning Methods for Neuro-Rehabilitation Applications"

Computational Intelligence and Deep Learning Methods for Neuro-rehabilitation Applications explores the different possibilities of providing AI based neuro-rehabilitation methods to treat neurological disorders. The book provides in-depth knowledge on the challenges and solutions associated with the different varieties of neuro-rehabilitation through the inclusion of case studies and real-time scenarios in different geographical locations. Beginning with an overview of neuro-rehabilitation applications, the book discusses the role of machine learning methods in brain function grading for adults with Mild Cognitive Impairment, Brain Computer Interface for post-stroke patients, developing assistive devices for paralytic patients, and cognitive treatment for spinal cord injuries. Topics also include AI-based video games to improve the brain performances in children with autism and ADHD, deep learning approaches and magnetoencephalography data for limb movement, EEG signal analysis, smart sensors, and the application of robotic concepts for gait control.

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