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Brain-computer interfaces handbook : technological and theoretical advances

Author: Chang S Nam; Anton Nijholt; Fabien Lotte
Publisher: Boca Raton : Taylor & Francis, CRC Press, 2018.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Brain-computer interfaces handbook.
Boca Raton : Taylor & Francis, CRC Press, 2018
(DLC) 2017035052
(OCoLC)995355524
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Chang S Nam; Anton Nijholt; Fabien Lotte
ISBN: 9781351231930 1351231936 9781351231954 1351231952 9781351231947 1351231944 9781351231923 1351231928 9781498773447 1498773443
OCLC Number: 1019682819
Description: 1 online resource.
Contents: Part, I Brain–Computer Interface Applications --
chapter 1 Brain–Computer Interface --
An Emerging Interaction Technology --
chapter 2 Facilitating the Integration of Modern Neuroscience into Noninvasive BCIs --
chapter 3 Passive Brain–Computer Interfaces --
A Perspective on Increased Interactivity --
section A Brain–Computer Interfaces Introduction --
chapter 4 Brain–Computer Interfaces for Motor Rehabilitation, Assessment of Consciousness, and Communication --
chapter 5 Therapeutic Applications of BCI Technologies --
chapter 6 Advances in Neuroprosthetics --
Past, Present, and Future --
chapter 7 Design and Customization of SSVEP-Based BCI Applications Aimed for Elderly People --
section B Therapeutic Applications --
chapter 8 Affective Brain–Computer Interfacing and Methods for Affective State Detection --
chapter 9 Toward Practical BCI Solutions for Entertainment and Art Performance --
chapter 10 BCI for Music Making --
Then, Now, and Next --
section C Affective and Artistic Brain–Computer Interfaces --
chapter 11 BCI and Games: Playful, Experience-Oriented Learning by Vivid Feedback? --
chapter 12 Brain–Computer Interfaces for Mediating Interaction in Virtual and Augmented Reality --
chapter 13 Brain–Computer Interfaces and Haptics --
A Literature Review --
section D BCI Control of Entertainment and Multimedia --
part, II Signal Acquisition and Open Source Platform in BCI --
chapter 14 Utilizing Subdermal Electrodes as a Noninvasive Alternative for Motor-Based BCIs / Melissa M. Smith Jared D. Olson Felix Darvas Rajesh P.N. Rao --
chapter 15 Validation of Neurotrophic Electrode Long-Term Recordings in Human Cortex / Philip R. Kennedy Dinal S. Andreasen Jess Bartels Princewill Ehirim Edward Joe Wright Steven Seibert Andre Joel Cervantes --
chapter 16 ECoG-Based BCIs / Aysegul Gunduz Gerwin Schalk --
chapter 17 BCI Software / Peter Brunner Gerwin Schalk --
part, III Signal Processing, Feature Extraction, and Classification in BCI --
chapter 18 Gentle Introduction to Signal Processing and Classification for Single-Trial EEG Analysis / Benjamin Blankertz --
chapter 19 Riemannian Classification for SSVEP-Based BCI --
Offline versus Online Implementations / Sylvain Chevallier Emmanuel K. Kalunga Quentin Barthélemy Florian Yger --
chapter 20 The Fundamentals of Signal Processing for Evoked Potential BCIs: --
A Guided Tutorial / Garett D. Johnson Dean J. Krusienski --
chapter 21 Bayesian Learning for EEG Analysis / Yu Zhang --
chapter 22 Transfer Learning for BCIs / Vinay Jayaram Karl-Heinz Fiebig Jan Peters Moritz Grosse-Wentrup --
part, IV Brain–Computer Interface Paradigms --
chapter 23 A Step-by-Step Tutorial for a Motor Imagery–Based BCI / Hohyun Cho Minkyu Ahn Moonyoung Kwon Sung Chan Jun --
chapter 24 Eye Gaze Collaboration with Brain–Computer Interfaces --
Using Both Modalities for More Robust Interaction / Gaye Lightbody Chris P. Brennan Paul J. McCullagh Leo Galway --
chapter 25 Designing a BCI Stimulus Presentation Paradigm Using a Performance-Based Approach / Boyla O. Mainsah Leslie M. Collins Chandra S. Throckmorton --
chapter 26 Issues and Challenges in Designing P300 and SSVEP Paradigms / Ali Haider Reza Fazel-Rezai --
chapter 27 Hybrid Brain–Computer Interfaces and Their Applications / Jiahui Pan Yuanqing Li --
chapter 28 Augmenting Attention with Brain–Computer Interfaces / Mehdi Ordikhani-Seyedlar Mikhail A. Lebedev --
part, V Human Factors, Design, and Evaluation in BCI --
chapter 29 Toward Usability Evaluation for Brain–Computer Interfaces / Ilsun Rhiu Yushin Lee Inchul Choi Myung Hwan Yun Chang S. Nam --
chapter 30 Why User-Centered Design Is Relevant for Brain–Computer Interfacing and How It Can Be Implemented in Study Protocols / Sonja C. Kleih Andrea Kübler --
chapter 31 A Generic Framework for Adaptive EEG-Based BCI Training and Operation / Jelena Mladenović Jérémie Mattout Fabien Lotte --
chapter 32 Mind the Traps! Design Guidelines for Rigorous BCI Experiments / Camille Jeunet Stefan Debener Fabien Lotte Jérémie Mattout Reinhold Scherer Catharina Zich --
chapter 33 Evaluation and Performance Assessment of the Brain–Computer Interface System / Md Rakibul Mowla Jane E. Huggins David E. Thompson --
part, VI Emerging Issues and Future BCIs --
chapter 34 Privacy and Ethics in Brain–Computer Interface Research / Eran Klein Alan Rubel --
chapter 35 Associative Plasticity Induced by a Brain–Computer Interface Based on Movement-Related Cortical Potentials / Natalie Mrachacz-Kersting Ning Jiang Kim Dremstrup Dario Farina --
chapter 36 Past and Future of Multi-Mind Brain–Computer Interfaces / Davide Valeriani Ana Matran-Fernandez --
chapter 37 Bidirectional Neural Interfaces / Mikhail A. Lebedev Alexei Ossadtchi --
chapter 38 Perspectives on Brain–Computer Interfaces / Gerwin Schalk.
Responsibility: edited by Chang S. Nam, Anton Nijholt, Fabien Lotte.

Abstract:

"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."--Provided by publisher.

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