메뉴 건너뛰기




Volumn 50, Issue 6, 2003, Pages 786-789

MEG source localization using an MLP with a distributed output representation

Author keywords

Distributed representation; Magnetoencephalography; Multilayer perceptron; Source localization

Indexed keywords

ACOUSTIC NOISE; BLIND SOURCE SEPARATION; BRAIN; MULTILAYER NEURAL NETWORKS;

EID: 0037937241     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2003.812154     Document Type: Article
Times cited : (6)

References (13)
  • 1
    • 0022471098 scopus 로고
    • Learning-representations by back-propagating errors
    • D.E. Rumelhart, G. E. Hinton, and R. J., Williams, "Learning-representations by back-propagating errors," Nature, vol. 323, pp. 533-536, 1986.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 3
    • 0037151139 scopus 로고    scopus 로고
    • Fast accurate MEG source localization using a multilayer perceptron trained with real brain noise
    • S. C. Jun, B. A. Pearlmutter, and G. Nolte, "Fast accurate MEG source localization using a multilayer perceptron trained with real brain noise," Phys. Med. Biol., vol. 47. no. 14, pp. 2547-2560, 2002.
    • (2002) Phys. Med. Biol. , vol.47 , Issue.14 , pp. 2547-2560
    • Jun, S.C.1    Pearlmutter, B.A.2    Nolte, G.3
  • 5
    • 26244462082 scopus 로고
    • Magnetoencephalography - Theory, instrumentation, and applications to noninvasive studies of the working human brain
    • M. Hämäläinen, R. Hari, R. J. Ilmoniemi, J. Knuutila, and O. V. Lounasmaa, "Magnetoencephalography - theory, instrumentation, and applications to noninvasive studies of the working human brain," Rev. Modern Phys., vol. 65, pp. 413-497, 1993.
    • (1993) Rev. Modern Phys. , vol.65 , pp. 413-497
    • Hämäläinen, M.1    Hari, R.2    Ilmoniemi, R.J.3    Knuutila, J.4    Lounasmaa, O.V.5
  • 6
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • R. Caruana, "Multitask learning," Machine Learning, vol. 28, no. 1, pp. 41-75, 1997.
    • (1997) Machine Learning , vol.28 , Issue.1 , pp. 41-75
    • Caruana, R.1
  • 8
    • 0009772169 scopus 로고
    • Second order properties of error surfaces: Learning time and generalization
    • San Mateo, CA: Morgan Kaufmann
    • Y. LeCun, I. Kanter, and S. A. Solla, "Second order properties of error surfaces: learning time and generalization," in Advances in Neural Information Processing Systems 3. San Mateo, CA: Morgan Kaufmann, 1991. pp. 918-924.
    • (1991) Advances in Neural Information Processing Systems 3 , pp. 918-924
    • LeCun, Y.1    Kanter, I.2    Solla, S.A.3
  • 10
    • 0012424702 scopus 로고    scopus 로고
    • An MEG study of response latency and variability in the human visual system during a visual-motor integration task
    • Cambridge, MA: MIT Press
    • A. C. Tang, B. A. Pearlmutter, M. Zibulevsky, T. A. Hely, and M. P. Weisend, "An MEG study of response latency and variability in the human visual system during a visual-motor integration task," in Advances in Neural Information Processing Systems 12. Cambridge, MA: MIT Press, 2000, pp. 185-191.
    • (2000) Advances in Neural Information Processing Systems 12 , pp. 185-191
    • Tang, A.C.1    Pearlmutter, B.A.2    Zibulevsky, M.3    Hely, T.A.4    Weisend, M.P.5
  • 11
    • 0034779743 scopus 로고    scopus 로고
    • The localization of spontaneous brain activity: An efficient way to analyze large data sets
    • J. C. de Munck, A. de Jongh, and B. W. van Dijk, "The localization of spontaneous brain activity: An efficient way to analyze large data sets," IEEE Trans. Biomed. Eng., vol. 48, pp. 1221-1228, 2001.
    • (2001) IEEE Trans. Biomed. Eng. , vol.48 , pp. 1221-1228
    • De Munck, J.C.1    De Jongh, A.2    Van Dijk, B.W.3
  • 12
    • 0038144265 scopus 로고    scopus 로고
    • Finite element EEG and MEG simulations for realistic head models: Quadratic vs. linear approximations
    • R. Van Uitert, D. Weinstein, C. Johnson, and L. Zhukov, "Finite element EEG and MEG simulations for realistic head models: quadratic vs. linear approximations," J. Biomedizinische Technik, vol, 46, pp. 32-34, 2001.
    • (2001) J. Biomedizinische Technik , vol.46 , pp. 32-34
    • Van Uitert, R.1    Weinstein, D.2    Johnson, C.3    Zhukov, L.4
  • 13
    • 0036498259 scopus 로고    scopus 로고
    • Performance of a novel SQUID-based superconducting imaging-surface magnetoencephalography system
    • R. H. Kraus Jr., P. L. Volegov, K. Maharajh, M. A. Espy, A. N. Matlashov, and E. R. Flynn, "Performance of a novel SQUID-based superconducting imaging-surface magnetoencephalography system," Physica C, vol. 368, no. 1-4, pp. 18-23, 2002.
    • (2002) Physica C , vol.368 , Issue.1-4 , pp. 18-23
    • Kraus R.H., Jr.1    Volegov, P.L.2    Maharajh, K.3    Espy, M.A.4    Matlashov, A.N.5    Flynn, E.R.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.