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Volumn 107, Issue , 2013, Pages 3-10

Training spiking neural networks to associate spatio-temporal input-output spike patterns

Author keywords

Spatio temporal control; Spiking neural networks; Supervised learning; Temporal coding

Indexed keywords

ACCURACY OF CLASSIFICATIONS; ANALOGUE SIGNALS; MATHEMATICAL FORMULATION; NEUROREHABILITATION; SPATIO-TEMPORAL; SPATIOTEMPORAL PATTERNS; SPIKING NEURAL NETWORKS; TEMPORAL CODING;

EID: 84875229251     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2012.08.034     Document Type: Article
Times cited : (92)

References (34)
  • 4
    • 0004218480 scopus 로고    scopus 로고
    • MIT Press, Cambridge, MA, USA, W. Maass, C.M. Bishop (Eds.)
    • Pulsed Neural Networks 1999, MIT Press, Cambridge, MA, USA. W. Maass, C.M. Bishop (Eds.).
    • (1999) Pulsed Neural Networks
  • 5
    • 84875226395 scopus 로고    scopus 로고
    • Pulsed Neural Networks, MIT Press, Cambridge, MA, USA
    • W. Maass, in: Pulsed Neural Networks, MIT Press, Cambridge, MA, USA, 1999, pp. 55-85.
    • (1999) , pp. 55-85
    • Maass, W..1
  • 6
  • 15
    • 84875218561 scopus 로고    scopus 로고
    • ReSuMe-new supervised learning method for Spiking Neural Networks, Technical Report, Institute of Control and Information Engineering, Poznań University of Technology, Poznań, Poland
    • F. Ponulak, ReSuMe-new supervised learning method for Spiking Neural Networks, Technical Report, Institute of Control and Information Engineering, Poznań University of Technology, Poznań, Poland, 2005.
    • (2005)
    • Ponulak, F.1
  • 19
    • 84875230867 scopus 로고    scopus 로고
    • Proceedings of EPFL LATSIS Symposium, Dynamical Principles for Neuroscience and Intelligent Biometric Devices, Lausanne, Switzerland
    • F. Ponulak, A.J. Kasinski, in: Proceedings of EPFL LATSIS Symposium 2006, Dynamical Principles for Neuroscience and Intelligent Biometric Devices, Lausanne, Switzerland, pp. 119-120.
    • (2006) , pp. 119-120
    • Ponulak, F.1    Kasinski, A.J.2
  • 20
    • 84875229941 scopus 로고    scopus 로고
    • The chronotron: a neuron that learns to fire temporally-precise spike patterns, Available from Nature Proceedings: 〈
    • R.V. Florian, The chronotron: a neuron that learns to fire temporally-precise spike patterns, Available from Nature Proceedings: 〈, 2010. http://precedings.nature.com/documents/5190/version/1.
    • (2010)
    • Florian, R.V.1
  • 22
    • 80054767337 scopus 로고    scopus 로고
    • The 2011 International Joint Conference on Neural Networks (IJCNN),
    • A. Mohemmed, S. Matsuda, S. Schliebs, K. Dhoble, N. Kasabov, in: The 2011 International Joint Conference on Neural Networks (IJCNN), 2011, pp. 2969-2974.
    • (2011) , pp. 2969-2974
    • Mohemmed, A.1    Matsuda, S.2    Schliebs, S.3    Dhoble, K.4    Kasabov, N.5
  • 27
    • 81855218274 scopus 로고    scopus 로고
    • International Conference on Neural Information Processing, ICONIP 2011, Springer Verlag, Shanghai, China,
    • A. Mohemmed, S. Schliebs, S. Matsuda, N. Kasabov, in: International Conference on Neural Information Processing, ICONIP 2011, Springer Verlag, Shanghai, China, 2011, pp. 718-726.
    • (2011) , pp. 718-726
    • Mohemmed, A.1    Schliebs, S.2    Matsuda, S.3    Kasabov, N.4
  • 28
    • 84875223940 scopus 로고    scopus 로고
    • Temporal Integration in Recurrent Microcircuits, 2nd edition, MIT Press
    • W. Maass, H. Markram, Temporal Integration in Recurrent Microcircuits, 2nd edition, MIT Press, pp. 1159-1163.
    • Maass, W.1    Markram, H.2
  • 30
    • 84875230107 scopus 로고    scopus 로고
    • IEEE World Congress on Computational Intelligence, WCCI 2012, Brisbane, Australia
    • A. Mohemmed, N. Kasabov, in: IEEE World Congress on Computational Intelligence, WCCI 2012, Brisbane, Australia, pp. 1227-1232.
    • Mohemmed, A.1    Kasabov, N.2
  • 31
    • 84855665544 scopus 로고    scopus 로고
    • Biomedical Circuits and Systems Conference (BioCAS), 2011 IEEE
    • S. Moradi, G. Indiveri, in: Biomedical Circuits and Systems Conference (BioCAS), 2011 IEEE, 2011, pp. 277-280.
    • (2011) , pp. 277-280
    • Moradi, S.1    Indiveri, G.2
  • 34
    • 84867638020 scopus 로고    scopus 로고
    • N. Mana, F. Schwenker, E. Trentin (Eds.), Artificial Neural Networks in Pattern Recognition, Lecture Notes in Computer Science, Springer, Berlin, Heidelberg
    • N. Kasabov, in: N. Mana, F. Schwenker, E. Trentin (Eds.), Artificial Neural Networks in Pattern Recognition, Vol. 7477, Lecture Notes in Computer Science, Springer, Berlin, Heidelberg, 2012, pp. 225-243.
    • (2012) , vol.7477 , pp. 225-243
    • Kasabov, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.