Supervised associative learning in spiking neural network

• Main Authors: Yusoff, Nooraini, Grüning, André
• 其他作者: Diamantaras, Konstantinos
• 格式: Book Section
• 出版: Springer 2010
• 主題: QA76 Computer software
• 在線閱讀: http://repo.uum.edu.my/12487/; http://dx.doi.org/10.1007/978-3-642-15819-3_30

In this paper, we propose a simple supervised associative learning approach for spiking neural networks. In an excitatory-inhibitory network paradigm with Izhikevich spiking neurons, synaptic plasticity is implemented on excitatory to excitatory synapses dependent on both spike emission rates and sp...