J-GLOBAL ID:200901015732621771   Update date: Jun. 15, 2019

Matsuda Satoshi

マツダ サトシ | Matsuda Satoshi
Research field  (2): Intelligent informatics ,  Information theory
Research keywords  (8): combinatorial optimization ,  dynamical system theory ,  Hopield neural network ,  組合せ最適化問題 ,  力学系理論 ,  対称結合神経回路網 ,  ニューラルネットワーク ,  情報科学
Papers (38):
  • Ammar Mohemmed, Stefan Schliebs, Satoshi Matsuda, Nikola Kasabov. Training spiking neural networks to associate spatio-temporal input-output spike patterns. Neurocomputing. 2013. 107. 3-10
  • Ammar Mohemmed, Stefan Schliebs, Satoshi Matsuda, Nikola Kasabov. SPAN: Spike pattern association neuron for learning spatio-temporal spike patterns. International Journal of Neural Systems. 2012. 22. 4. 1250012-1-17
  • Ammar Mohemmed, Stefan Schliebs, Nikola Kasabov. Teaching a precisely timed input-output behavior to a spiking neuron. Engineering Applications of Neural Networks. 2011
  • 整数計画問題を解く量子化対称結合神経回路網のダイナミクス. Dynamics of quantized Hopfield networks for integer programming. 2004. 45. 7. 1779-1789
  • Yet another "optimal" neural representation for combinatorial optimization. IEEE-INNS International Joint Conference on Neural Networks. 2003
Lectures and oral presentations  (33):
  • BPSpikeII:A new backpropagation learning algorithm for spiking neural networks
    (ICONIP2016 (International Conference on Neural Information Processing) 2016)
  • BPSpike: a backpropagation learning for all parameters in spiking neural networks with multiple layers and multiple spikes
    (2016 International Joint Conference on Neural Networks 2016)
  • BPSpike II : a new learning algorithm for spiking neural networks
    (第54回システム工学部会研究会 2016)
  • Emergent Group Formation by Multiplexed Dynamic Immune Network
    (電子情報通信学会・人工知能と知識処理研究会 2012)
  • スパイキングニューラルネットワークの新学習アルゴリズム
    (非線形問題研究会 2011)
Education (2):
  • - 1976 Waseda University Graduate School, Division of Science and Engineering 電気工学
  • - 1971 Waseda University Faculty of Science and Engineering 電気通信学科
Association Membership(s) (4):
電子情報通信学会 ,  The Institute of Electrical and Electronics Engineers ,  情報処理学会 ,  人工知能学会
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