Brain and Behavior Computing

Brain and Behavior Computing provides insights into the functions of the human brain, emphasizing signal processing, image processing, data sciences, statistics, and brain modeling. It covers challenges in brain signal processing, data sciences, and brain computing visualization, and includes case studies and actual simulation examples. It is aimed at researchers, professionals, and graduate students in image processing and computer vision, biomedical engineering, signal processing, and brain and behavior computing.

Format: Hardback
Length: 400 pages
Publication date: 24 June 2021
Publisher: Taylor & Francis Ltd

The field of brain and behavior computing delves into the intricate workings of the human brain, offering valuable insights. This comprehensive book emphasizes brain and behavior computing across various modalities, including signal processing, image processing, data sciences, statistics, and more. It provides a solid foundation with fundamental mathematical models, algorithms, case studies, and future research scopes. By exploring brain signal sources and their processing capabilities in diverse domains, researchers and professionals gain valuable information about the physiological state of the brain.

The book addresses real-world challenges in brain signal processing, facilitating analysis, classification, and clustering for various applications. It also delves into the realm of data science and its applications in brain computing visualization, showcasing the latest tools for analyzing the brain's functioning. Brain modeling and machine learning methods are extensively discussed, along with their practical applications in brain-computer interfaces (BCI) devices.

Furthermore, the book augments the use of data mining and machine learning to enhance BCI devices. Case studies and actual simulation examples are included to provide practical insights and enhance the understanding of brain and behavior computing principles.

This book is designed for researchers, professionals, and graduate students in image processing and computer vision, biomedical engineering, signal processing, and brain and behavior computing. It serves as a valuable resource for advancing knowledge and exploring the potential of brain-computer interfaces in various fields.

Weight: 786g
Dimension: 162 x 241 x 32 (mm)
ISBN-13: 9780367552978