Matlab® for Brain-computer Interface Systems: Computation and Data Processing - Couverture rigide

Shariaty, Faridoddin; Sekhar Roy, Sanjiban

Couverture rigide

ISBN 10 : 1032951540 ISBN 13 : 9781032951546

Editeur : CRC Press, 2025

Synopsis

The book extensively explores Brain-Computer Interfaces (BCIs), emphasizing both the theoretical foundations and practical applications within this rapidly advancing field. It provides a thorough coverage of BCI fundamentals and practical implementation using MATLAB®. It begins with an introduction, covering the history of BCIs, components, and the pivotal role MATLAB® plays in their development. The book explores various aspects such as signal processing, data acquisition, rapid prototyping, machine learning, and real-time data processing, all within the MATLAB® environment. Additionally, it delves into the community and support available, along with open-source BCI toolboxes and integration with external devices. Moving forward, the book dives into the fundamentals of BCIs, including their definition, applications, principles, and components. It covers different types of brain signals utilized in BCI systems and the challenges involved in their design, such as signal reliability, userfriendliness, privacy, and regulatory issues. It discusses their principles, implementation in MATLAB®, and practical considerations for training and evaluating classification models. Finally, the book concludes with real-world case studies and practical examples, demonstrating the application of MATLAB® in BCI projects.

This book is an essential reading for researchers, engineers, students, and practitioners seeking to explore the fascinating intersection of neuroscience, signal processing, and machine learning through MATLAB-based BCI development.

A propos du livre

À propos de l'auteur

Faridoddin Shariaty is a distinguished researcher in Artificial Intelligence applications in medicine, specializing in Medical Image Processing. He is currently a Research Assistant at Peter the Great St Petersburg Polytechnic University in St Petersburg, Russia. He is involved in pioneering research in computer-aided diagnosis systems, leveraging advanced machine learning techniques to enhance medical diagnostics.

Sanjiban Sekhar Roy is a Professor in the School of Computer Science and Engineering, Vellore Institute of Technology. He has a PhD from Vellore Institute of Technology (2016). His research interests include deep learning and advanced machine learning. Dr. Roy is a recipient of the "Diploma of Excellence" award for academic research in the year 2019 from the Ministry of National Education, Romania. He was an associate researcher in Ton Duc Thang University, Vietnam (2019-20). He has served as an editor of a handful of special issues for journals, published numerous articles in SCI high impact journals and many books with reputed publishers.

À propos de la quatrième de couverture

The book discusses the transformative impact of futuristic technologies in modern construction. It includes digital twins for planning, project management, real-time simulation, circular construction, and data-driven decision-making, alongside robotics for automating on-site operations with precision and safety.

Détails de l'édition

• Éditeur: CRC Press
• Date d'édition: 2025
• Langue: anglais
• ISBN 10: 1032951540
• ISBN 13: 9781032951546
• Reliure: Relié
• Nombre de pages: 180
• Coordonnées du fabricant: CRC Press; https://www.routledge-ny.com; ; 6000 BROKEN SOUND PARKWAY, NW SUITE 300; BOCA RATON; FL; 33487; Etats-Unis
• Personne responsable: gpsr@libri.de; gpsr@libri.de; ; Europaallee 1; Bad Hersfeld; 36244; Allemagne