Models that contain the Implementer : Hiratani,Naoki [N.Hiratani at gmail.com]

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    Models   Description
1.  A model of optimal learning with redundant synaptic connections (Hiratani & Fukai 2018)
This is a detailed neuron model of non-parametric near-optimal latent model acquisition using multisynaptic connections between pre- and postsynaptic neurons.
2.  Heterosynaptic Spike-Timing-Dependent Plasticity (Hiratani & Fukai 2017)
"The balance between excitatory and inhibitory inputs is a key feature of cortical dynamics. Such a balance is arguably preserved in dendritic branches, yet its underlying mechanism and functional roles remain unknown. In this study, we developed computational models of heterosynaptic spike-timing-dependent plasticity (STDP) to show that the excitatory/inhibitory balance in dendritic branches is robustly achieved through heterosynaptic interactions between excitatory and inhibitory synapses. The model reproduces key features of experimental heterosynaptic STDP well, and provides analytical insights. ..."

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