| Description |
1 online resource (xxv, 787 pages) : illustrations (some color) |
| Contents |
Introduction : evolution of brain-computer interfaces -- Part I. Brain-computer interface applications -- Section A. Brain-computer interfaces introduction -- Brain-computer interface : an emerging interaction technology -- Facilitating the integration of modern neuroscience into noninvasive BCIs -- Passive brain-computer interfaces : a perspective on increased interactivity -- Section B. Therapeutic applications -- Brain-computer interfaces for motor rehabilitation, assessment of consciousness, and communication -- Therapeutic applications of BCI technologies -- Advances in neuroprosthetics : past, present, and future -- Design and customization of SSVEP-based BCI applications aimed for elderly people -- Section C. Affective and artistic brain-computer interfaces -- Affective brain-computer interfacing and methods for affective state detection -- Toward practical BCI solutions for entertainment and art performance -- BCI for music making : then, now, and next -- Section D. BCI control of entertainment and multimedia -- BCI and games : playful, experience-oriented learning by vivid feedback? -- Brain-computer interfaces for mediating interaction in virtual and augmented reality -- Brain-computer interfaces and haptics : a literature review -- Part II. Signal acquisition and open source platform in BCI -- Utilizing subdermal electrodes as a noninvasive alternative for motor-based BCIs -- Validation of neurotrophic electrode long-term recordings in human cortex -- ECoG-based BCIs -- BCI software -- Part III. Signal processing, feature extraction, and classification in BCI -- Gentle introduction to signal processing and classification for single-trial EEG analysis -- Riemannian classification for SSVEP-based BCI : offline versus online implementations -- The fundamentals of signal processing for evoked potential BCIs : a guided tutorial -- Bayesian learning for EEG analysis -- Transfer learning for BCIs -- Part IV. Brain-computer interface paradigms -- A step-by-step tutorial for a motor imagery-based BCI -- Eye gaze collaboration with brain-computer interfaces : using both modalities for more robust interaction -- Designing a BCI stimulus presentation paradigm using a performance-based approach -- Issues and challenges in designing P300 and SSVEP paradigms -- Hybrid brain-computer interfaces and their applications -- Augmenting attention with brain-computer interfaces -- Part V. Human factors, design, and evaluation in BCI -- Toward usability evaluation for brain-computer interfaces -- Why user-centered design is relevant for brain-computer interfacing and how it can be implemented in study protocols -- A generic framework for adaptive EEG-based BCI training and operation -- Mind the traps! Design guidelines for rigorous BCI experiments -- Evaluation and performance assessment of the brain-computer interface system -- Part VI. Emerging issues and future BCIs -- Privacy and ethics in brain-computer interface research -- Associative plasticity induced by a brain-computer interface based on movement-related cortical potentials -- Past and future of multi-mind brain-computer interfaces -- Bidirectional neural interfaces -- Perspectives on brain-computer interfaces -- Conclusion : moving forward in brain-computer interfaces |
| 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 brain-computer 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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Neuroergonomics.
|
|
Brain-computer interfaces.
|
|
Self-help devices for people with disabilities.
|
|
Brain -- Research.
|
|
Video games -- Equipment and supplies.
|
|
Augmented reality.
|
|
Human-machine systems.
|
|
Brain-Computer Interfaces
|
|
Self-Help Devices
|
|
Man-Machine Systems
|
|
augmented reality.
|
|
MEDICAL -- Physiology.
|
|
SCIENCE -- Life Sciences -- Human Anatomy & Physiology.
|
|
Augmented reality
|
|
Brain-computer interfaces
|
|
Brain -- Research
|
|
Human-machine systems
|
|
Neuroergonomics
|
|
Self-help devices for people with disabilities
|
| Genre/Form |
handbooks.
|
|
Handbooks and manuals.
|
|
Guides et manuels.
|
| Form |
Electronic book
|
| Author |
Nam, Chang S., editor
|
|
Nijholt, Anton, 1946- editor.
|
|
Lotte, Fabien, editor
|
| ISBN |
9781351231930 |
|
1351231936 |
|
9781351231954 |
|
1351231952 |
|
9781351231947 |
|
1351231944 |
|
9781351231923 |
|
1351231928 |
|
9781498773447 |
|
1498773443 |
|
