Supervised associative learning in spiking neural network

• المؤلفون الرئيسيون: Yusoff, Nooraini, Grüning, André
• مؤلفون آخرون: Diamantaras, Konstantinos
• التنسيق: Book Section
• منشور في: Springer 2010
• الموضوعات: QA76 Computer software
• الوصول للمادة أونلاين: 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...