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J-GLOBAL ID：201902220291874188   Reference number：19A1920668

First Error-Based Supervised Learning Algorithm for Spiking Neural Networks

スパイキングニューラルネットワークのための最初の誤りベース教師付き学習アルゴリズム【JST・京大機械翻訳】

Author (4)： Luo Xiaoling (School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China) ,  Qu Hong (School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China) ,  Zhang Yun (School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China) ,  Chen Yi (School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China)
Material： Frontiers in Neuroscience (Web)
Volume： 13  Page： 559  Publication year： 2019 
JST Material Number： U7087A  ISSN： 1662-453X  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： Neural circuits respond to mul...

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Thesaurus term： *supervised learning ,  computation model ,  *neural network(biomodel) ,  *learning algorithm ,  *learning ,  base line ,  synapse ,  robustness ,  speech recognition ,  membrane potential ,  *algorithm ,  neuron
Semi thesaurus term： 出力スパイク ,  感覚刺激 ,  *スパイキングニューラルネットワーク , 【Automatic Indexing@JST】

Author keywords (5)： spike neural networks ,  supervised learning ,  synaptic plasticity ,  first error learning ,  speech recognition

JST classification (3)： Basic neurology  (GN01020W) ,  Gene expression  (EC02040Q) ,  Clinical neurology in general  (GN01030H)

Reference (58)：

• Abdollahi M., Liu S.-C. (2011). "Speaker-independent isolated digit recognition using an aer silicon cochlea[c]," in Biomedical Circuits & Systems Conference IEEE (La Jolla, CA).
• Andrew A. M. (2002). Spiking neuron models: single neurons, populations, plasticity. Kybernetes 4, 277C280. doi: 10.1108/k.2003.06732gae.003
• Bair W., Koch C. (1996). Temporal precision of spike trains in extrastriate cortex of the behaving macaque monkey. Neural Comput. 8:1185. doi: 10.1162/neco.1996.8.6.1185
• Bastos A. M., Usrey W. M., Adams R. A., Mangun G. R., Fries P., Friston K. J. (2012). Canonical microcircuits for predictive coding. Neuron 76, 695-711. doi: 10.1016/j.neuron.2012.10.038
• Bohte S. M., Kok J. N., La Poutre H. (2002). Error-backpropagation in temporally encoded networks of spiking neurons. Neurocomputing 48, 17-37. doi: 10.1016/S0925-2312(01)00658-0

Terms in the title (4)： スパイキングニューラルネットワーク ,  誤り ,  教師付き学習 ,  アルゴリズム