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Computational Intelligence and Deep Learning Methods for Neuro-rehabilitation Applications

Name: Computational Intelligence and Deep Learning Methods for Neuro-rehabilitation Applications
Brand: Elsevier Science Publishing Co Inc
SKU: 43363463
Price: 206.93 EUR
Availability: InStock
Author: D. Jude Hemanth
ISBN: 9780443137723

D. Jude Hemanth

Língua

Inglês

Livro Capa mole

Código Libristo: 43363463

Editoras Elsevier Science Publishing Co Inc, novembro 2023

Computational Intelligence and Deep Learning Methods for Neuro-rehabilitation Applications explores... Descrição completa

Código Libristo: 43363463

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206.93 €

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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 which helps in real-time implementation

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Nome completo Computational Intelligence and Deep Learning Methods for Neuro-rehabilitation Applications

Autor D. Jude Hemanth

Língua

Inglês

Encadernação Livro - Capa mole

Data de emissão 2023

Número de páginas 250

EAN 9780443137723

Código Libristo 43363463

Editoras Elsevier Science Publishing Co Inc

Peso 521

Dimensões 191 x 235

Categorias

Medicina & enfermagem > Enfermagem & serviços auxiliares > Engenharia biomédica

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