TY - GEN
T1 - Accuracy of a brain-computer interface in subjects with minimal training
AU - Rasmussen, Robert G.
AU - Acharya, Soumyadipta
AU - Thakor, Nitish V.
PY - 2006
Y1 - 2006
N2 - A Brain Computer Interface (BCI) allows individuals with severe disabilities to communicate with their external environment, by translating changes in their electroencephalogram (EEG) to control signals. Practical applications of BCIs are limited by the long training time required for achieving high levels of control. We present a pilot study to assess the level of BCI control achieved within a short training period. Using an adaptive algorithm, five healthy subjects were trained to operate a sensorimotor rhythm based BCI, for achieving a simple cursor control task. After an initial screening, users were able to attain an average accuracy of 72% for a two target task and 45% for a four target task, within 10 minutes. The results suggest that practical applications of BCIs might be possible without the need for extensive training.
AB - A Brain Computer Interface (BCI) allows individuals with severe disabilities to communicate with their external environment, by translating changes in their electroencephalogram (EEG) to control signals. Practical applications of BCIs are limited by the long training time required for achieving high levels of control. We present a pilot study to assess the level of BCI control achieved within a short training period. Using an adaptive algorithm, five healthy subjects were trained to operate a sensorimotor rhythm based BCI, for achieving a simple cursor control task. After an initial screening, users were able to attain an average accuracy of 72% for a two target task and 45% for a four target task, within 10 minutes. The results suggest that practical applications of BCIs might be possible without the need for extensive training.
KW - BCI
KW - Brain computer interface
KW - EEG
UR - http://www.scopus.com/inward/record.url?scp=33751092554&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=33751092554&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:33751092554
SN - 0780395638
SN - 9780780395633
T3 - Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC
SP - 167
EP - 168
BT - Proceedings of the IEEE 32nd Annual Northeast Bioengineering Conference, 2006
T2 - IEEE 32nd Annual Northeast Bioengineering Conference, 2006
Y2 - 1 April 2006 through 2 April 2006
ER -