메뉴 건너뛰기




Volumn 2016-May, Issue , 2016, Pages 754-758

Epileptiform spike detection via convolutional neural networks

Author keywords

Convolutional neural network; Deep learning; EEG; Epilepsy; Spike detection

Indexed keywords


EID: 84973352731     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2016.7471776     Document Type: Conference Paper
Times cited : (92)

References (29)
  • 1
    • 84973284588 scopus 로고    scopus 로고
    • About epilepsy: The basics
    • Epilepsy Foundation of America
    • Epilepsy Foundation of America, "About Epilepsy: The Basics," Epilepsy Foundation, http://www. epilepsy. com/learn/about-epilepsy-basics, 2014
    • (2014) Epilepsy Foundation
  • 2
    • 84903973550 scopus 로고    scopus 로고
    • Supply and demand analysis of the current and future us neurology workforce
    • Brad A Racette, David M Holtzman, Timothy M Dall, and Oksana Drogan, "Supply and demand analysis of the current and future us neurology workforce," Neurology, vol. 82, no. 24, pp. 2254-2255, 2014
    • (2014) Neurology , vol.82 , Issue.24 , pp. 2254-2255
    • Racette, B.A.1    Holtzman, D.M.2    Dall, T.M.3    Drogan, O.4
  • 4
    • 0036900971 scopus 로고    scopus 로고
    • Spike detection: A review and comparison of algorithms
    • Scott B Wilson and Ronald Emerson, "Spike detection: A review and comparison of algorithms," Clinical Neurophysiology, vol. 113, no. 12, pp. 1873-1881, 2002
    • (2002) Clinical Neurophysiology , vol.113 , Issue.12 , pp. 1873-1881
    • Wilson, S.B.1    Emerson, R.2
  • 7
    • 0032917263 scopus 로고    scopus 로고
    • Spike detection II: Automatic, perception-based detection and clustering
    • Scott BWilson, Christine A Turner, Ronald G Emerson, and Mark L Scheuer, "Spike detection ii: Automatic, perception-based detection and clustering," Clinical neurophysiology, vol. 110, no. 3, pp. 404-411, 1999
    • (1999) Clinical Neurophysiology , vol.110 , Issue.3 , pp. 404-411
    • Wilson, S.B.1    Turner, C.A.2    Emerson, R.G.3    Scheuer, M.L.4
  • 8
    • 0025915841 scopus 로고
    • State-dependent spike detection: Concepts and preliminary results
    • J Gotman and LY Wang, "State-dependent spike detection: concepts and preliminary results," Electroencephalography and clinical neurophysiology, vol. 79, no. 1, pp. 11-19, 1991
    • (1991) Electroencephalography and Clinical Neurophysiology , vol.79 , Issue.1 , pp. 11-19
    • Gotman, J.1    Wang, L.Y.2
  • 9
    • 0021807201 scopus 로고
    • Attributed strings for recognition of epileptic transients in EEG
    • Claudie Faure, "Attributed strings for recognition of epileptic transients in EEG," International journal of bio-medical computing, vol. 16, no. 3, pp. 217-229, 1985
    • (1985) International Journal of Bio-medical Computing , vol.16 , Issue.3 , pp. 217-229
    • Faure, C.1
  • 10
    • 0024691461 scopus 로고
    • Expert system approach to detection of epileptiform activity in the EEG
    • BLK Davey, WRFright, GJ Carroll, and RD Jones, "Expert system approach to detection of epileptiform activity in the EEG," Medical and Biological Engineering and Computing, vol. 27, no. 4, pp. 365-370, 1989
    • (1989) Medical and Biological Engineering and Computing , vol.27 , Issue.4 , pp. 365-370
    • Davey, B.1    Fright, W.R.2    Jones, R.D.3
  • 11
    • 0027981821 scopus 로고
    • Practical detection of epileptiform discharges (EDs) in the EEG using an artificial neural network: A comparison of raw and parameterized EEG data
    • WRS Webber, Brian Litt, K Wilson, and RP Lesser, "Practical detection of epileptiform discharges (EDs) in the EEG using an artificial neural network: A comparison of raw and parameterized EEG data," Electroencephalography and clinical Neurophysiology, vol. 91, no. 3, pp. 194-204, 1994
    • (1994) Electroencephalography and Clinical Neurophysiology , vol.91 , Issue.3 , pp. 194-204
    • Webber, W.1    Litt, B.2    Wilson, K.3    Lesser, R.P.4
  • 12
    • 0026675081 scopus 로고
    • Automated interictal EEG spike detection using artificial neural networks
    • Andrew J Gabor and Masud Seyal, "Automated interictal EEG spike detection using artificial neural networks," Electroencephalography and clinical Neurophysiology, vol. 83, no. 5, pp. 271-280, 1992
    • (1992) Electroencephalography and Clinical Neurophysiology , vol.83 , Issue.5 , pp. 271-280
    • Gabor, A.J.1    Seyal, M.2
  • 13
    • 0033010818 scopus 로고    scopus 로고
    • An automated system for epileptogenic focus localization in the electroencephalogram
    • Bhuvana Ramabhadran, James D Frost Jr, John R Glover, and Periklis Y Ktonas, "An automated system for epileptogenic focus localization in the electroencephalogram," Journal of clinical neurophysiology, vol. 16, no. 1, pp. 59-68, 1999
    • (1999) Journal of Clinical Neurophysiology , vol.16 , Issue.1 , pp. 59-68
    • Ramabhadran, B.1    Frost, J.D.2    Glover, J.R.3    Ktonas, P.Y.4
  • 15
    • 84876231242 scopus 로고    scopus 로고
    • Imagenet classification with deep convolutional neural networks
    • F. Pereira, C. J. C. Burges, L. Bottou, and K. Q. Weinberger, Eds. Curran Associates, Inc.
    • Alex Krizhevsky, Ilya Sutskever, and Geoffrey E. Hinton, "Imagenet classification with deep convolutional neural networks," in Advances in Neural Information Processing Systems 25, F. Pereira, C. J. C. Burges, L. Bottou, and K. Q. Weinberger, Eds., pp. 1097-1105. Curran Associates, Inc., 2012
    • (2012) Advances in Neural Information Processing Systems , vol.25 , pp. 1097-1105
    • Krizhevsky, A.1    Sutskever, I.2    Hinton, G.E.3
  • 16
    • 84946590548 scopus 로고    scopus 로고
    • Delving deep into rectifiers: Surpassing humanlevel performance on imagenet classification
    • abs/1502. 01852
    • Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun, "Delving deep into rectifiers: Surpassing humanlevel performance on imagenet classification," CoRR, vol. Abs/1502. 01852, 2015
    • (2015) CoRR
    • He, K.1    Zhang, X.2    Ren, S.3    Sun, J.4
  • 17
    • 84946220973 scopus 로고    scopus 로고
    • Text understanding from scratch
    • abs/1502. 01710
    • Xiang Zhang and Yann LeCun, "Text understanding from scratch," CoRR, vol. Abs/1502. 01710, 2015
    • (2015) CoRR
    • Zhang, X.1    LeCun, Y.2
  • 20
    • 84933585162 scopus 로고    scopus 로고
    • Very deep convolutional networks for large-scale image recognition
    • abs/1409. 1556
    • K. Simonyan and A. Zisserman, "Very deep convolutional networks for large-scale image recognition," CoRR, vol. Abs/1409. 1556, 2014
    • (2014) CoRR
    • Simonyan, K.1    Zisserman, A.2
  • 22
    • 84897510162 scopus 로고    scopus 로고
    • On the importance of initialization and momentum in deep learning
    • Sanjoy Dasgupta and David Mcallester, Eds. May,JMLR Workshop and Conference Proceedings
    • Ilya Sutskever, James Martens, George Dahl, and Geoffrey Hinton, "On the importance of initialization and momentum in deep learning," in Proceedings of the 30th International Conference on Machine Learning (ICML-13), Sanjoy Dasgupta and David Mcallester, Eds. May 2013, vol. 28, pp. 1139-1147, JMLR Workshop and Conference Proceedings
    • (2013) Proceedings of the 30th International Conference on Machine Learning (ICML-13) , vol.28 , pp. 1139-1147
    • Sutskever, I.1    Martens, J.2    Dahl, G.3    Hinton, G.4
  • 28
    • 77956354434 scopus 로고    scopus 로고
    • K-nearest neighbor
    • Leif E Peterson, "K-nearest neighbor," Scholarpedia, vol. 4, no. 2, pp. 1883, 2009
    • (2009) Scholarpedia , vol.4 , Issue.2 , pp. 1883
    • Peterson, L.E.1
  • 29
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J. Ross Quinlan, "Induction of decision trees," Machine learning, vol. 1, no. 1, pp. 81-106, 1986.
    • (1986) Machine Learning , vol.1 , Issue.1 , pp. 81-106
    • Ross Quinlan, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.