Brain–Computer Interfaces Handbook: Technological and Theoretical Advances

Przednia okładka
Chang S. Nam, Anton Nijholt, Fabien Lotte
CRC Press, 10 sty 2018 - 788

This handbook is a valuable resource to anyone involved with improvement of people's lives by replacing, restoring, supplementing and improving motor action, and understanding the neural bases of such functions. While there are several other resources available, there is no handbook such as this one. This handbook addresses the recent and rapid changes in the field of braincomputer interfaces (BCIs). Due to these changes interest in BCI has grown enormously, including interest from computer science researchers with a background in computational intelligence, human-computer interaction, and researchers in entertainment technology.

 

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Foreword
Handbook Website
Reviewers
SECTIONB Therapeutic Applications
PARTI BrainComputer Interface Applications
Facilitating the Integration of Modern Neuroscience into
A Perspective
BrainComputer Interfaces for Motor Rehabilitation
BCI Software
Signal Processing Feature Extraction
The Fundamentals of Signal Processing for Evoked
Bayesian Learning for EEG Analysis
Transfer Learning for BCIs
A StepbyStep Tutorial for a Motor ImageryBased
Eye Gaze Collaboration with BrainComputer
Designing a BCI Stimulus Presentation Paradigm Using

Therapeutic Applications of BCI Technologies
Past Present and Future
Design and Customization of SSVEPBased
Affective and Artistic BrainComputer
Affective BrainComputer Interfacing and Methods
Toward Practical BCI Solutions for Entertainment
Then Now and Next
BCI Control of Entertainment
BrainComputer Interfaces for Mediating Interaction
A Literature
Utilizing Subdermal Electrodes as a Noninvasive
Validation of Neurotrophic Electrode LongTerm
ECoGBased BCIs
Hybrid BrainComputer Interfaces and Their
Augmenting Attention with BrainComputer Interfaces
Toward Usability Evaluation for BrainComputer
Why UserCentered Design Is Relevant for Brain
A Generic Framework for Adaptive EEGBased
Mind the Traps Design Guidelines for Rigorous
Evaluation and Performance Assessment of the Brain
Privacy and Ethics in BrainComputer Interface
Associative Plasticity Induced by a BrainComputer
Past and Future of MultiMind BrainComputer
Bidirectional Neural Interfaces
Perspectives on BrainComputer Interfaces
Subject Index

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Informacje o autorze (2018)

Chang S. Nam is an associate professor of Edward P. Fitts Industrial and Systems Engineering at North Carolina State University, USA. He is also an associated professor of the UNC/NCSU Joint Department of Biomedical Engineering as well as Department of Psychology. He received a PhD from the Grado Department of Industrial and Systems Engineering at Virginia Tech in 2003. Dr. Nam is the author or coauthor of over 70 research publications including journal articles, books, book chapters, and conference proceedings. Dr. Nam''s research interests center around brain-computer interface and rehabilitation, wearable sensor-based remote healthcare, neuroergonomics, neuroadaptive automation in large-scale unmanned aerial vehicles (UAVs), and haptic-user interaction. His research has been supported by federal agencies including National Science Foundation (NSF), Air Force Research Laboratory (AFRL) and National Security Agency (NSA). Dr. Nam has received the NSF CAREER Award, Outstanding Researcher Award, and Best Teacher Award. Currently, Dr. Nam serves as the Editor-in-Chief of the journal Brain-Computer Interfaces.

Anton Nijholtis Professor Emeritus of the University of Twente, the Netherlands and research-fellow at the Imagineering Institute in Iskandar, Malaysia. He studied mathematics at Delft University of Technology and received a PhD in computer science from the Vrije Universiteit, Amsterdam. He held positions at McMaster University, Canada, University of Twente, Nijmegen University and Vrije Universiteit Brussels, before becoming full professor at the University of Twente, where he established the Human Media Interaction (HMI) research group. He supervised more than fifty PhD students in natural language processing, human-computer interaction, multi-party interaction, and brain-computer interfacing. His research has been supported by regional, national and EU research agencies. Nijholt is author of hundreds of research papers and he is editor of books on brain-computer interfaces, entertainment computing, playful interfaces and playable cities. Nijholt was research-fellow at the Netherlands Institute for Advanced Study in the Humanities and Social Sciences (NIAS) and for several years he acted as an adviser for Philips Research. Nijholt also acted as general or program chair of all main international conferences on entertainment computing, virtual agents, affective computing and multimodal interaction. Currently he is editor of the Springer book series on Gaming Media and Social Effects, specialty chief Human-Media Interaction of the journal Frontiers in Psychology and member of editorial boards of various other journals.

Fabien Lotteis a Research Scientist (with tenure) at Inria Bordeaux Sud-Ouest, France, since 2011. He obtained a M.Sc., a M.Eng. and a PhD degree in computer sciences, all from the National Institute of Applied Sciences (INSA) Rennes, France, in 2005 (M.Sc., M.Eng.) and 2008 (PhD). In 2009 and 2010, he was a research fellow at the Institute for Infocomm Research (I2R) in Singapore, working in the Brain-Computer Interface Laboratory. His research interests include Brain-Computer Interfaces (BCI), human-computer interaction, pattern recognition and brain signal processing. He is the author or co-author of about 100 publications, several of which published in the best journals (e.g., Journal of Neural Engineering, IEEE Transactions on Biomedical Engineering, Proceedings of the IEEE, IEEE Transactions on Signal Processing, etc.) and conferences (ICASSP, UIST, CHI, etc.) in these fields. His PhD Thesis received both the PhD Thesis award 2009 from AFRIF (French Association for Pattern Recognition) and the PhD Thesis award 2009 accessit (2nd prize) from ASTI (French Association for Information Sciences and Technologies). His research is supported among others by Inria, the French National Research Agency (ANR) and the European Research Council (ERC). He is part of the editorial boards of the journals Brain-Computer Interfaces and Journal of Neural Engineering.

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