Computational Intelligence And Deep Learning Methods For Neuro Rehabilitation Applications
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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. 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
Innovative Neurodiagnostics and Therapeutics
This book presents the latest technological advancements in the understanding and diagnosis of neurological disorders. The chapters provide the complexities of diagnosis, understanding pathogenesis, and unveiling the latest therapeutic strategies against neurodegenerative disorders. Innovative Neurodiagnostics and Therapeutics: Understanding and Advancing Treatment for Neurological Disorders also explores the transformative role of optogenetics, nanoarchitectonics, machine learning, and artificial intelligence in neurodiagnosis. Metal organic frameworks are explored for their prospective applications in neuroscience. The book continues to unfold with a focus on robotic advancements in neurotherapeutics, offering comprehensive insights into the cutting edge of neurotherapeutic interventions. The complex interplay between neurodiagnostics and psychodiagnostics is explored in the context of substance use disorders. The book concludes by examining the potential of aquaporin as a therapeutic target in neurological disorders. As such, this book is an invaluable source for neuroscientists, neurologists, and computational biologists.
Inventive Communication and Computational Technologies
This book gathers selected papers presented at the 8th International Conference on Inventive Communication and Computational Technologies (ICICCT 2024), held on June 14–15, 2024, at Sree Sakthi Engineering College, Coimbatore, India. The book covers the topics such as Internet of things, social networks, mobile communications, big data analytics, bio-inspired computing, and cloud computing. The book is exclusively intended for academics and practitioners working to resolve practical issues in this area.