A phenomenon like stochastic resonance in the process of spike-timing dependent synaptic plasticity

作者：Fushiki T^*; Aihara K

来源：IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, 2002, E85A(10): 2377-2380.

• temporal spike coding
• Hebbian learning
• STDP
• stochastic resonance

Recent physiological studies on synaptic plasticity have shown that synaptic weights change depending on fine timing of presynaptic and postsynaptic spikes. Here, we show that a phenomenon similar to stochastic resonance with respect to background noise is observed on spike-timing dependent synaptic plasticity (STDP) that can contribute to stable propagation of precisely timed spikes in a multi-layered feed-forward neural network.

• 出版日期2002-10