PMID- 30440777
OWN - NLM
STAT- MEDLINE
DCOM- 20191024
LR  - 20200928
IS  - 2694-0604 (Electronic)
IS  - 2375-7477 (Linking)
VI  - 2018
DP  - 2018 Jul
TI  - Does A Subject Independent Dynamic Stopping Model for P300 Speller Work on 
      Different Flash Durations and Inter Stimulus Intervals?
PG  - 1935-1938
LID - 10.1109/EMBC.2018.8512602 [doi]
AB  - Event-related potential (ERP)-based brain- computer interfacing (BCI) is an 
      effective communication method. However, calibration itself can be unintuitive 
      and tedious for users. The no-calibration Subject Independent Brain Computer 
      Interface (SIBCI) is a popular solution to the lengthy calibration. Researches 
      have proved the subject independent model is efficient in some P300 spellers, but 
      it is still need to be explored whether the subject independent model works when 
      the flash durations (FDs) and the inter stimulus intervals (ISIs) are changed in 
      a P300 speller. This study introduces a subject independent dynamical stopping 
      model (SIDSM), which based on a subject independent model to dynamically stop the 
      data collection process. The performance of the SIDSM is studied by modifying the 
      FDs and ISIs in online experiments for 8 subjects. Results showed the SIDSM has 
      an average accuracy of 92.45% for different settings. This research proved that 
      the SIDSM is very robust to different stimulus parameters as good performance is 
      observed across all experimental sessions.
FAU - Xue, Yuqi
AU  - Xue Y
FAU - Tang, Jiabei
AU  - Tang J
FAU - Zhou, Peng
AU  - Zhou P
FAU - Xu, Minpeng
AU  - Xu M
FAU - Ming, Dong
AU  - Ming D
FAU - Qi, Hongzhi
AU  - Qi H
LA  - eng
PT  - Journal Article
PL  - United States
TA  - Annu Int Conf IEEE Eng Med Biol Soc
JT  - Annual International Conference of the IEEE Engineering in Medicine and Biology 
      Society. IEEE Engineering in Medicine and Biology Society. Annual International 
      Conference
JID - 101763872
SB  - IM
MH  - Algorithms
MH  - Brain-Computer Interfaces
MH  - Communication Aids for Disabled
MH  - Electroencephalography
MH  - *Event-Related Potentials, P300
EDAT- 2018/11/18 06:00
MHDA- 2019/10/28 06:00
CRDT- 2018/11/17 06:00
PHST- 2018/11/17 06:00 [entrez]
PHST- 2018/11/18 06:00 [pubmed]
PHST- 2019/10/28 06:00 [medline]
AID - 10.1109/EMBC.2018.8512602 [doi]
PST - ppublish
SO  - Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:1935-1938. doi: 
      10.1109/EMBC.2018.8512602.