Toward brain-computer interfacing /
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| Imprint: | Cambridge, Mass. : MIT Press, c2007. |
|---|---|
| Description: | xii, 507 p. : ill. ; 26 cm. |
| Language: | English |
| Series: | Neural information processing series |
| Subject: | |
| Format: | E-Resource Print Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/6635816 |
Table of Contents:
- Foreword
- Preface
- 1. An Introduction to Brain-Computer Interfacing
- I. BCI Systems and Approaches
- 2. Noninvasive Brain-Computer Interface Research at the Wadsworth Center
- 3. Brain-Computer Interfaces for Communication in Paralysis: A Clinical Experimental Approach
- 4. Graz-Brain-Computer Interface: State of Research
- 5. The Berlin Brain-Computer Interface: Machine Learning-Based Detection of User Specific Brain States
- 6. The IDIAP Brain-Computer Interface: An Asynchronous Multiclass Approach
- 7. Brain Interface Design for Asynchronous Control
- II. Invasive BCI Approaches
- 8. Electrocorticogram as a Brain-Computer Interface Signal Source
- 9. Probabilistically Modeling and Decoding Neural Population Activity in Motor Cortex
- 10. The Importance of Online Error Correction and Feed-Forward Adjustments in Brain-Machine Interfaces for Restoration of Movement
- 11. Advances in Cognitive Neural Prosthesis: Recognition of Neural Data with an Information-Theoretic Objective
- 12. A Temporal Kernel-Based Model for Tracking Hand Movements from Neural Activities
- III. BCI Techniques
- 13. General Signal Processing and Machine Learning Tools for BCI Analysis
- 14. Classifying Event-Related Desynchronization in EEC, ECoG, and MEG Signals
- 15. Classification of Time-Embedded EEG Using Short-Time Principal Component Analysis
- 16. Noninvasive Estimates of Local Field Potentials for Brain-Computer Interfaces
- 17. Error-Related EEG Potentials in Brain-Computer Interfaces
- 18. Adaptation in Brain-Computer Interfaces
- 19. Evaluation Criteria for BCI Research
- IV. BCI Software
- 20. BioSig: An Open-Source Software Library for BCI Research
- 21. BCI2000: A General-Purpose Software Platform for BCI
- V. Applications
- 22. Brain-Computer Interfaces for Communication and Motor Control-Perspectives on Clinical Applications
- 23. Combining BCI and Virtual Reality: Scouting Virtual Worlds
- 24. Improving Human Performance in a Real Operating Environment through Real-Time Mental Workload Detection
- 25. Single-Trial Analysis of EEG during Rapid Visual Discrimination: Enabling Cortically Coupled Computer Vision
- References
- Contributors
- Index
