메뉴 건너뛰기




Volumn , Issue , 2010, Pages 5-8

Two-layer hidden Markov models for multi-class motor imagery classification

Author keywords

Brain Computer Interface (BCI); Electroencephalography (EGG); Hidden Markov models (HMMs); Motor imagery classification

Indexed keywords

CURSE OF DIMENSIONALITY; DATA SETS; EEG PATTERN; EEG SIGNALS; HIGH DIMENSIONAL SPACES; MOTOR IMAGERY CLASSIFICATION; MOTOR IMAGERY TASKS; MULTI-CLASS; MULTIPLE ELECTRODES; PROBABILISTIC CLASSIFICATION; SESSION TRANSFER; TRAINING DATASET; TWO LAYERS;

EID: 78049502454     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WBD.2010.16     Document Type: Conference Paper
Times cited : (17)

References (15)
  • 3
    • 0034868606 scopus 로고    scopus 로고
    • Hidden Markov Models for online Classification of Single Trial EEG Data
    • Oct.
    • B. Obermaier, C. Guger, C. Neuper, and G. Pfurtscheller, "Hidden Markov Models for online Classification of Single Trial EEG Data, ", Pattern Recognition Letters, Vol. 22, No. 12, pp. 1299-1309, Oct. 2001.
    • (2001) Pattern Recognition Letters , vol.22 , Issue.12 , pp. 1299-1309
    • Obermaier, B.1    Guger, C.2    Neuper, C.3    Pfurtscheller, G.4
  • 8
    • 70350248010 scopus 로고    scopus 로고
    • Time domain parameters as a feature for eeg-based brain-computer interfaces
    • Nov.
    • C. Vidaurre, N. Krämer, B. Blankertz, and A. Schölgl, "Time Domain Parameters as a Feature for EEG-based Brain-Computer Interfaces, " Neural Network, Vol. 22, No. 9, pp. 1313-1319, Nov. 2009.
    • (2009) Neural Network , vol.22 , Issue.9 , pp. 1313-1319
    • Vidaurre, C.1    Krämer, N.2    Blankertz, B.3    Schölgl, A.4
  • 10
    • 0014848261 scopus 로고
    • EEG analysis based on time domain properties
    • Sep.
    • B. Hjorth, "EEG Analysis Based on Time Domain Properties, " Electroencephalography and Clinical Neurophysiology, Vo. 29, No. 3, pp. 306-310, Sep. 1970.
    • (1970) Electroencephalography and Clinical Neurophysiology , vol.29 , Issue.3 , pp. 306-310
    • Hjorth, B.1
  • 11
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Feb.
    • L. Rabiner, "A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition, " Proceedings of the IEEE, Vol. 77, No. 2, pp. 257-285, Feb. 1989.
    • (1989) Proceedings of the IEEE , vol.77 , Issue.2 , pp. 257-285
    • Rabiner, L.1
  • 13
    • 54949100742 scopus 로고    scopus 로고
    • Biosig: A free and open source software library for BCI research
    • A. Schölgl and C. Brunner, "Biosig: A Free and Open Source Software Library for BCI Research, " Computer, Vol. 41, No. 10, pp. 44-50, 2008.
    • (2008) Computer , vol.41 , Issue.10 , pp. 44-50
    • Schölgl, A.1    Brunner, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.