eBook - ePub

MATLAB® for Brain-Computer Interface Systems

Name: MATLAB® for Brain-Computer Interface Systems
ISBN: 9781040414101

Computation and Data Processing

Faridoddin Shariaty,

Sanjiban Sekhar Roy,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

MATLAB® for Brain-Computer Interface Systems

Computation and Data Processing

Faridoddin Shariaty,

Sanjiban Sekhar Roy,

About this book

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.

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Yes, you can access MATLAB® for Brain-Computer Interface Systems by Faridoddin Shariaty,Sanjiban Sekhar Roy in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Computer Science General. We have over one million books available in our catalogue for you to explore.