_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. This 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.
* Incorporates artificial intelligence techniques into
neuro-rehabilitation and presents novel ideas for this process
* Provides in-depth case studies and state-of-the-art methods, along
with the experimental study
* Presents a block diagram based complete set-up in each chapter to
help in real-time implementation
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Produktdetaljer
ISBN
9780443137730
Publisert
2023
Utgave
1. utgave
Utgiver
Elsevier S & T
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter