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Volumn , Issue , 2006, Pages 120-124

EEG signal classification using wavelet feature extraction and neural networks

Author keywords

Automated diagnosis; Discrete wavelet transform (DWT); Electroencephalogram (EEG); Neural networks

Indexed keywords

DISCRETE WAVELET TRANSFORMS; FEATURE EXTRACTION; LEARNING SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS;

EID: 34547652398     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/JVA.2006.17     Document Type: Conference Paper
Times cited : (247)

References (11)
  • 1
    • 0034796777 scopus 로고    scopus 로고
    • AR spectral analysis of EEG signals by using maximum likelihood estimation
    • Guler, I., Kiymik, M. K., Akin, M., & Alkan, A. AR spectral analysis of EEG signals by using maximum likelihood estimation. Computers in Biology and Medicine, 31, 441-450, 2001.
    • (2001) Computers in Biology and Medicine , vol.31 , pp. 441-450
    • Guler, I.1    Kiymik, M.K.2    Akin, M.3    Alkan, A.4
  • 3
    • 0037441741 scopus 로고    scopus 로고
    • Analysis of EEG records in an epileptic patient using wavelet transform
    • Adeli H, Zhou Z, Dadmehr N. Analysis of EEG records in an epileptic patient using wavelet transform. J Neurosci Methods;123(1):69-87, 2003.
    • (2003) J Neurosci Methods , vol.123 , Issue.1 , pp. 69-87
    • Adeli, H.1    Zhou, Z.2    Dadmehr, N.3
  • 4
    • 0030219951 scopus 로고    scopus 로고
    • Detection of seizure activity in EEG by an artificial neural network: A preliminary study
    • Pradhan, N., Sadasivan, P. K., & Arunodaya, G. R. Detection of seizure activity in EEG by an artificial neural network: A preliminary study. Computers and Biomedical Research, 29, 303-313, 1996.
    • (1996) Computers and Biomedical Research , vol.29 , pp. 303-313
    • Pradhan, N.1    Sadasivan, P.K.2    Arunodaya, G.R.3
  • 5
    • 0030273681 scopus 로고    scopus 로고
    • An adaptive structure neural network with application to EEG automatic seizure detection
    • Weng, W., & Khorasani, K. An adaptive structure neural network with application to EEG automatic seizure detection. Neural Networks, 9, 1223-1240, 1996.
    • (1996) Neural Networks , vol.9 , pp. 1223-1240
    • Weng, W.1    Khorasani, K.2
  • 6
    • 0033990625 scopus 로고    scopus 로고
    • Recurrent neural network based prediction of epileptic seizures in intraand extracranial EEG
    • Petrosian, A., Prokhorov, D., Homan, R., Dashei, R., & Wunsch, D. Recurrent neural network based prediction of epileptic seizures in intraand extracranial EEG. Neurocomputing, 30, 201-218, 2000.
    • (2000) Neurocomputing , vol.30 , pp. 201-218
    • Petrosian, A.1    Prokhorov, D.2    Homan, R.3    Dashei, R.4    Wunsch, D.5
  • 7
    • 0037706902 scopus 로고    scopus 로고
    • Realtime bioelectrical data acquisition and processing from 128 channels utilizing the wavelet-transformation
    • Folkers, A., Mosch, F., Malina, T., & Hofmann, U. G. Realtime bioelectrical data acquisition and processing from 128 channels utilizing the wavelet-transformation. Neurocomputing, 52-54, 247-254, 2003.
    • (2003) Neurocomputing , vol.52-54 , pp. 247-254
    • Folkers, A.1    Mosch, F.2    Malina, T.3    Hofmann, U.G.4
  • 8
    • 3242764614 scopus 로고    scopus 로고
    • Application of adaptive neuro-fuzzy inference system for detection of electrocardiographic changes in patients with partial epilepsy using feature extraction
    • Guler I, Ubeyli ED. Application of adaptive neuro-fuzzy inference system for detection of electrocardiographic changes in patients with partial epilepsy using feature extraction. Expert Syst Appl;27(3):323-30, 2004.
    • (2004) Expert Syst Appl , vol.27 , Issue.3 , pp. 323-330
    • Guler, I.1    Ubeyli, E.D.2
  • 9
    • 17844371713 scopus 로고    scopus 로고
    • Automatic recognition of alertness level from EEG by using neural network and wavelet coefficients
    • Subasi, A. Automatic recognition of alertness level from EEG by using neural network and wavelet coefficients. Expert Systems with Applications, 28, 701-711, 2005.
    • (2005) Expert Systems with Applications , vol.28 , pp. 701-711
    • Subasi, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.