메뉴 건너뛰기




Volumn 2014, Issue , 2014, Pages

Robust deep network with maximum correntropy criterion for seizure detection

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; ARTIFACT; CLINICAL ARTICLE; DIAGNOSTIC TEST ACCURACY STUDY; ELECTROENCEPHALOGRAM; ELECTROMYOGRAM; FEMALE; HUMAN; KERNEL METHOD; LEARNING; MALE; NOISE; SEIZURE; SENSITIVITY AND SPECIFICITY; ARTIFICIAL INTELLIGENCE; ARTIFICIAL NEURAL NETWORK; ELECTROENCEPHALOGRAPHY; PATHOPHYSIOLOGY; SEIZURES; SIGNAL PROCESSING;

EID: 84904803161     PISSN: 23146133     EISSN: 23146141     Source Type: Journal    
DOI: 10.1155/2014/703816     Document Type: Article
Times cited : (18)

References (35)
  • 1
    • 84879291184 scopus 로고    scopus 로고
    • Geneva, Switzerland World Health Organization Factsheet no. 999
    • Epilepsy 2012 Geneva, Switzerland World Health Organization Factsheet no. 999
    • (2012) Epilepsy
  • 2
    • 16344387731 scopus 로고    scopus 로고
    • Epileptic seizures and epilepsy: Definitions proposed by the International League Against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE)
    • DOI 10.1111/j.0013-9580.2005.66104.x
    • Fisher R. S., Van Emde Boas W., Blume W., Elger C., Genton P., Lee P., Engel J. Jr., Epileptic seizures and epilepsy: definitions proposed by the International League Against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE). Epilepsia 2005 46 4 470 472 10.1111/j.0013-9580.2005.66104.x 2-s2.0-16344387731 (Pubitemid 40470667)
    • (2005) Epilepsia , vol.46 , Issue.4 , pp. 470-472
    • Fisher, R.S.1    Van Emde Boas, W.2    Blume, W.3    Elger, C.4    Genton, P.5    Lee, P.6    Engel Jr., J.7
  • 3
    • 33846638294 scopus 로고    scopus 로고
    • Seizure prediction: The long and winding road
    • DOI 10.1093/brain/awl241
    • Mormann F., Andrzejak R. G., Elger C. E., Lehnertz K., Seizure prediction: the long and winding road. Brain 2007 130 2 314 333 10.1093/brain/awl241 2-s2.0-33846638294 (Pubitemid 46181087)
    • (2007) Brain , vol.130 , Issue.2 , pp. 314-333
    • Mormann, F.1    Andrzejak, R.G.2    Elger, C.E.3    Lehnertz, K.4
  • 4
    • 12344300348 scopus 로고    scopus 로고
    • A system to detect the onset of epileptic seizures in scalp EEG
    • DOI 10.1016/j.clinph.2004.08.004, PII S1388245704003098
    • Saab M. E., Gotman J., A system to detect the onset of epileptic seizures in scalp EEG. Clinical Neurophysiology 2005 116 2 427 442 10.1016/j.clinph. 2004.08.004 2-s2.0-12344300348 (Pubitemid 40126946)
    • (2005) Clinical Neurophysiology , vol.116 , Issue.2 , pp. 427-442
    • Saab, M.E.1    Gotman, J.2
  • 5
    • 80051745063 scopus 로고    scopus 로고
    • Automatic seizure detection in ECoG by differential operator and windowed variance
    • 10.1109/TNSRE.2011.2157525 2-s2.0-80051745063
    • Majumdar K., Vardhan P., Automatic seizure detection in ECoG by differential operator and windowed variance. IEEE Transactions on Neural Systems and Rehabilitation Engineering 2011 19 4 356 365 10.1109/TNSRE.2011.2157525 2-s2.0-80051745063
    • (2011) IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol.19 , Issue.4 , pp. 356-365
    • Majumdar, K.1    Vardhan, P.2
  • 6
    • 84862751279 scopus 로고    scopus 로고
    • Morphology-based automatic seizure detector for intracerebral EEG recordings
    • 10.1109/TBME.2012.2190601 2-s2.0-84862751279
    • Yadav R., Shah A. K., Loeb J. A., Swamy M. N. S., Agarwal R., Morphology-based automatic seizure detector for intracerebral EEG recordings. IEEE Transactions on Biomedical Engineering 2012 59 7 1871 1881 10.1109/TBME.2012.2190601 2-s2.0-84862751279
    • (2012) IEEE Transactions on Biomedical Engineering , vol.59 , Issue.7 , pp. 1871-1881
    • Yadav, R.1    Shah, A.K.2    Loeb, J.A.3    Swamy, M.N.S.4    Agarwal, R.5
  • 7
    • 38349123053 scopus 로고    scopus 로고
    • Principal component analysis-enhanced cosine radial basis function neural network for robust epilepsy and seizure detection
    • 10.1109/TBME.2007.905490 2-s2.0-38349123053
    • Ghosh-Dastidar S., Adeli H., Dadmehr N., Principal component analysis-enhanced cosine radial basis function neural network for robust epilepsy and seizure detection. IEEE Transactions on Biomedical Engineering 2008 55 2 512 518 10.1109/TBME.2007.905490 2-s2.0-38349123053
    • (2008) IEEE Transactions on Biomedical Engineering , vol.55 , Issue.2 , pp. 512-518
    • Ghosh-Dastidar, S.1    Adeli, H.2    Dadmehr, N.3
  • 8
    • 77953788429 scopus 로고    scopus 로고
    • Automated real-time epileptic seizure detection in scalp EEG recordings using an algorithm based on wavelet packet transform
    • 10.1109/TBME.2010.2046417 2-s2.0-77953788429
    • Zandi A. S., Javidan M., Dumont G. A., Tafreshi R., Automated real-time epileptic seizure detection in scalp EEG recordings using an algorithm based on wavelet packet transform. IEEE Transactions on Biomedical Engineering 2010 57 7 1639 1651 10.1109/TBME.2010.2046417 2-s2.0-77953788429
    • (2010) IEEE Transactions on Biomedical Engineering , vol.57 , Issue.7 , pp. 1639-1651
    • Zandi, A.S.1    Javidan, M.2    Dumont, G.A.3    Tafreshi, R.4
  • 9
    • 84857788480 scopus 로고    scopus 로고
    • Characterization of early partial seizure onset: Frequency, complexity and entropy
    • 10.1016/j.clinph.2011.08.003 2-s2.0-84857788480
    • Jouny C. C., Bergey G. K., Characterization of early partial seizure onset: Frequency, complexity and entropy. Clinical Neurophysiology 2012 123 4 658 669 10.1016/j.clinph.2011.08.003 2-s2.0-84857788480
    • (2012) Clinical Neurophysiology , vol.123 , Issue.4 , pp. 658-669
    • Jouny, C.C.1    Bergey, G.K.2
  • 10
    • 83455230793 scopus 로고    scopus 로고
    • Quickest detection of drug-resistant seizures: An optimal control approach
    • supplement 1 10.1016/j.yebeh.2011.08.041 2-s2.0-83455230793
    • Santaniello S., Burns S. P., Golby A. J., Singer J. M., Anderson W. S., Sarma S. V., Quickest detection of drug-resistant seizures: an optimal control approach. Epilepsy and Behavior 2011 22 supplement 1 S49 S60 10.1016/j.yebeh.2011.08.041 2-s2.0-83455230793
    • (2011) Epilepsy and Behavior , vol.22
    • Santaniello, S.1    Burns, S.P.2    Golby, A.J.3    Singer, J.M.4    Anderson, W.S.5    Sarma, S.V.6
  • 12
    • 68949126990 scopus 로고    scopus 로고
    • Epileptic seizure prediction by a system of particle filter associated with a neural network
    • 10.1155/2009/638534 2-s2.0-68949126990
    • Liu D., Pang Z., Wang Z., Epileptic seizure prediction by a system of particle filter associated with a neural network. EURASIP Journal on Advances in Signal Processing 2009 2009 638534 10.1155/2009/638534 2-s2.0-68949126990
    • (2009) EURASIP Journal on Advances in Signal Processing , vol.2009 , pp. 638534
    • Liu, D.1    Pang, Z.2    Wang, Z.3
  • 14
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • DOI 10.1162/neco.2006.18.7.1527
    • Hinton G. E., Osindero S., Teh Y., A fast learning algorithm for deep belief nets. Neural Computation 2006 18 7 1527 1554 10.1162/neco.2006.18.7.1527 MR2224485 ZBLl1106.68094 2-s2.0-33745805403 (Pubitemid 44024729)
    • (2006) Neural Computation , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.-W.3
  • 15
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • DOI 10.1126/science.1127647
    • Hinton G. E., Salakhutdinov R. R., Reducing the dimensionality of data with neural networks. The American Association for the Advancement of Science. Science 2006 313 5786 504 507 10.1126/science.1127647 MR2242509 2-s2.0-33746600649 (Pubitemid 44148451)
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 17
    • 69349090197 scopus 로고    scopus 로고
    • Learning deep architectures for AI
    • 10.1561/2200000006 ZBLl1192.68503 2-s2.0-69349090197
    • Bengio Y., Learning deep architectures for AI. Foundations and Trends in Machine Learning 2009 2 1 1 27 10.1561/2200000006 ZBLl1192.68503 2-s2.0-69349090197
    • (2009) Foundations and Trends in Machine Learning , vol.2 , Issue.1 , pp. 1-27
    • Bengio, Y.1
  • 22
    • 33845907132 scopus 로고    scopus 로고
    • Assessing seizure dynamics by analysing the correlation structure of multichannel intracranial EEG
    • DOI 10.1093/brain/awl304
    • Schindler K., Leung H., Elger C. E., Lehnertz K., Assessing seizure dynamics by analysing the correlation structure of multichannel intracranial EEG. Brain 2007 130 1 65 77 10.1093/brain/awl304 2-s2.0-33845907132 (Pubitemid 46026223)
    • (2007) Brain , vol.130 , Issue.1 , pp. 65-77
    • Schindler, K.1    Leung, H.2    Elger, C.E.3    Lehnertz, K.4
  • 23
    • 54749087960 scopus 로고    scopus 로고
    • Evolving functional network properties and synchronizability during human epileptic seizures
    • 10.1063/1.2966112 2-s2.0-54749087960
    • Schindler K. A., Bialonski S., Horstmann M., Elger C. E., Lehnertz K., Evolving functional network properties and synchronizability during human epileptic seizures. Chaos 2008 18 3 033119 10.1063/1.2966112 2-s2.0-54749087960
    • (2008) Chaos , vol.18 , Issue.3 , pp. 033119
    • Schindler, K.A.1    Bialonski, S.2    Horstmann, M.3    Elger, C.E.4    Lehnertz, K.5
  • 24
    • 77955052184 scopus 로고    scopus 로고
    • Analyzing spatio-temporal patterns of genuine cross-correlations
    • 10.1016/j.jneumeth.2010.05.022 2-s2.0-77955052184
    • Rummel C., Müller M., Baier G., Amor F., Schindler K., Analyzing spatio-temporal patterns of genuine cross-correlations. Journal of Neuroscience Methods 2010 191 1 94 100 10.1016/j.jneumeth.2010.05.022 2-s2.0-77955052184
    • (2010) Journal of Neuroscience Methods , vol.191 , Issue.1 , pp. 94-100
    • Rummel, C.1    Müller, M.2    Baier, G.3    Amor, F.4    Schindler, K.5
  • 27
    • 58249092004 scopus 로고    scopus 로고
    • The correntropy MACE filter
    • 10.1016/j.patcog.2008.09.023 ZBLl1178.68500 2-s2.0-58249092004
    • Jeong K., Liu W., Han S., Hasanbelliu E., Principe J. C., The correntropy MACE filter. Pattern Recognition 2009 42 5 871 885 10.1016/j.patcog.2008.09.023 ZBLl1178.68500 2-s2.0-58249092004
    • (2009) Pattern Recognition , vol.42 , Issue.5 , pp. 871-885
    • Jeong, K.1    Liu, W.2    Han, S.3    Hasanbelliu, E.4    Principe, J.C.5
  • 28
    • 79957452467 scopus 로고    scopus 로고
    • Robust principal component analysis based on maximum correntropy criterion
    • 10.1109/TIP.2010.2103949 MR2828599 2-s2.0-79957452467
    • He R., Hu B., Zheng W., Kong X., Robust principal component analysis based on maximum correntropy criterion. IEEE Transactions on Image Processing 2011 20 6 1485 1494 10.1109/TIP.2010.2103949 MR2828599 2-s2.0-79957452467
    • (2011) IEEE Transactions on Image Processing , vol.20 , Issue.6 , pp. 1485-1494
    • He, R.1    Hu, B.2    Zheng, W.3    Kong, X.4
  • 29
    • 36249029853 scopus 로고    scopus 로고
    • Correntropy: Properties and applications in non-Gaussian signal processing
    • DOI 10.1109/TSP.2007.896065
    • Liu W., Pokharel P. P., Principe J. C., Correntropy: properties and applications in non-Gaussian signal processing. IEEE Transactions on Signal Processing 2007 55 11 5286 5298 10.1109/TSP.2007.896065 MR2469384 2-s2.0-36249029853 (Pubitemid 350130741)
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.11 , pp. 5286-5298
    • Liu, W.1    Pokharel, P.P.2    Principe, J.C.3
  • 30
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • DOI 10.1038/381607a0
    • Olshausen B. A., Field D. J., Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 1996 381 6583 607 609 10.1038/381607a0 2-s2.0-0029938380 (Pubitemid 26177476)
    • (1996) Nature , vol.381 , Issue.6583 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 33
    • 79551480483 scopus 로고    scopus 로고
    • Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion
    • MR2756188 2-s2.0-79551480483
    • Vincent P., Larochelle H., Lajoie I., Manzagol P., Stacked denoising autoencoders: learning useful representations in a deep network with a local denoising criterion. Journal of Machine Learning Research 2010 11 3371 3408 MR2756188 2-s2.0-79551480483
    • (2010) Journal of Machine Learning Research , vol.11 , pp. 3371-3408
    • Vincent, P.1    Larochelle, H.2    Lajoie, I.3    Manzagol, P.4
  • 34
    • 79959633868 scopus 로고    scopus 로고
    • A regularized correntropy framework for robust pattern recognition
    • 10.1162/NECO-a-00155 ZBLl1218.68144 2-s2.0-79959633868
    • He R., Zheng W., Hu B., Kong X., A regularized correntropy framework for robust pattern recognition. Neural Computation 2011 23 8 2074 2100 10.1162/NECO-a-00155 ZBLl1218.68144 2-s2.0-79959633868
    • (2011) Neural Computation , vol.23 , Issue.8 , pp. 2074-2100
    • He, R.1    Zheng, W.2    Hu, B.3    Kong, X.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.