Rapid prototyping of an EEG-based brain-computer interface (BCI)

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Volumn 9, Issue 1, 2001, Pages 49-58

  Guger, Christoph ^a   Schlögl, Alois ^a   Neuper, Christa ^a   Walterspacher, Dirk ^a   Strain, Thomas ^a   Pfurtscheller, Gert ^a,b  

^a GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

^b Institute for Biomedical Engineering   (Austria)

Author keywords

Brain computer interface (BCI); Event related desynchronization (ERD); Rapid prototyping; Real time software; Single trial electroencephalogram (EEG) classification

Indexed keywords

BRAIN-COMPUTER INTERFACE (BCI);

ALGORITHMS; DIGITAL SIGNAL PROCESSING; HUMAN COMPUTER INTERACTION; INTERFACES (COMPUTER); INTERNET; PARAMETER ESTIMATION; REAL TIME SYSTEMS; SOFTWARE PROTOTYPING;

ELECTROENCEPHALOGRAPHY;

ACCURACY; ALGORITHM; ARTICLE; BRAIN; COMPUTER SYSTEM; DEVICE; DISCRIMINANT ANALYSIS; ELECTROENCEPHALOGRAM; INTERNET; PRIORITY JOURNAL; SIGNAL PROCESSING; TELEPHONE;

ADOLESCENT; ADULT; ALGORITHMS; BRAIN; COMMUNICATION AIDS FOR DISABLED; COMPUTER SYSTEMS; CORTICAL SYNCHRONIZATION; DISCRIMINANT ANALYSIS; ELECTROENCEPHALOGRAPHY; EQUIPMENT DESIGN; HUMANS; LEAST-SQUARES ANALYSIS; MALE; NEUROMUSCULAR DISEASES; REGRESSION ANALYSIS; REPRODUCIBILITY OF RESULTS; TIME FACTORS; USER-COMPUTER INTERFACE;

EID: 0034906326     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/7333.918276     Document Type: Article

References (27)

1. Graz brain-computer interface II: Toward communication between humans and computers based on online classification of three different EEG patterns
2. Toward direct brain-computer communication
3. Multichannel EEG-based brain-computer communication
4. The brain response interface: Communication through visually-induced electrical brain response
5. Thought translation device: A neurophysiological approach to communication in total motor paralysis
6. On-line EEG classification during externally-paced hand movements using a neural network-based classifier
7. A spelling device for the paralyzed
8. Sensory nerve recording for closed-loop control to restore motor functions
9. EEG-based discrimination between imagination of right and left hand movement
10. Motor imagery activates primary sensorimotor area in humans
11. Designing optimal spatial filters for single-trial EEG classification in a movement task
12. Design and operation of an EEG-based brain-computer interface (BCI) with digital signal processing technology
13. Adaptive autoregressive modeling used for single-trial EEG classification
14. EEG classification by learning vector quantization
15. Feature extraction for on-line EEG classification using principal components and linear discriminants
16. Separability of EEG signals recorded during right and left motor imagery using adaptive autoregressive parameters
17. Enhancement of left-right sensorimotor EEG differences during feedback-regulated motor imagery
18. Design of an EEG-based brain-computer interface (BCI) from standard components running in real-time under Windows
19. EEG analysis based on time domain properties
20. Changes in EEG mean frequency and spectral purity during spontaneous alpha blocking
21. Using adaptive autoregressive parameters for a brain-computer-interface experiment
22. EEG-based communication: Prospects and problems