• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Huang, Wei (Huang, Wei.) [1] | Huang, Zhihua (Huang, Zhihua.) [2] (Scholars:黄志华)

Indexed by:

EI Scopus

Abstract:

Among the diverse paradigms of Brain-Computer Interface (BCI), P300 Speller is underlined by its reliability and stability. However, the Information Transfer Rate (ITR) of P300 Speller is low. This paper proposes a real-time distributed computing mechanism based on Storm for P300 Speller. This mechanism can reduce the time of processing signals, building feature vectors and classifying them for P300 Speller, so that it could help improve the ITR of P300 Speller. This mechanism, built on Storm, includes electroencephalogram (EEG) data segmentation strategy, parallel feature extraction strategy, parallel classification strategy and classification synthesization strategy. The experiments showed that the algorithm for P300 Speller could be computed faster on this mechanism than it is done without this mechanism and ITR of P300 Speller could be improved significantly by this mechanism. © 2017 IEEE.

Keyword:

Biomedical engineering Brain computer interface Classification (of information) Electroencephalography Image processing Storms

Community:

  • [ 1 ] [Huang, Wei]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China
  • [ 2 ] [Huang, Zhihua]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China

Reprint 's Address:

  • 黄志华

    [huang, zhihua]college of mathematics and computer science, fuzhou university, fuzhou, china

Show more details

Version:

Related Keywords:

Related Article:

Source :

Year: 2017

Volume: 2018-January

Page: 1-5

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

Online/Total:211/9986478
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1