Brain–Computer Interfaces Handbook: Technological and Theoretical AdvancesChang S. Nam, Anton Nijholt, Fabien Lotte CRC Press, 9 sty 2018 - 814 Brain–Computer Interfaces Handbook: Technological and Theoretical Advances provides a tutorial and an overview of the rich and multi-faceted world of Brain–Computer Interfaces (BCIs). The authors supply readers with a contemporary presentation of fundamentals, theories, and diverse applications of BCI, creating a valuable resource for anyone involved with the improvement of people’s lives by replacing, restoring, improving, supplementing or enhancing natural output from the central nervous system. It is a useful guide for readers interested in understanding how neural bases for cognitive and sensory functions, such as seeing, hearing, and remembering, relate to real-world technologies. More precisely, this handbook details clinical, therapeutic and human-computer interfaces applications of BCI and various aspects of human cognition and behavior such as perception, affect, and action. It overviews the different methods and techniques used in acquiring and pre-processing brain signals, extracting features, and classifying users’ mental states and intentions. Various theories, models, and empirical findings regarding the ways in which the human brain interfaces with external systems and environments using BCI are also explored. The handbook concludes by engaging ethical considerations, open questions, and challenges that continue to face brain–computer interface research.
Overall, this handbook provides a synopsis of key technological and theoretical advances that are directly applicable to brain–computer interfacing technologies and can be readily understood and applied by individuals with no formal training in BCI research and development. |
Spis treści
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 | |
Inne wydania - Wyświetl wszystko
Brain–Computer Interfaces Handbook: Technological and Theoretical Advances Chang S. Nam,Anton Nijholt,Fabien Lotte Ograniczony podgląd - 2018 |
Brain-Computer Interfaces Handbook: Technological and Theoretical Advances Chang S. Nam,Anton Nijholt,Fabien Lotte Podgląd niedostępny - 2018 |
Brain-computer Interfaces Handbook: Technological and Theoretical Advances Chang S Nam Podgląd niedostępny - 2019 |