Development of Neuron Device with Learning Function

本研究旨在构建脑型信息处理系统。我研究了具有学习功能的神经元装置的开发。因此，我提出了新的硬件神经元模型，即突触对脉冲时间的可塑性，并提出了一个虚拟三维结构的人工神经网络，以参考海马的CA3。在此基础上，重点研究了人脑对记忆的保持和回忆，提出了双网络模型。结果表明，如果输出刺激缺乏，该网络模型可以通过读取输入模式来识别。

In this research, construction of brain-type information processing system is aiming at. I studied development of neuron device with learning function. As a result, I proposed new hardware neuron model which is synaptic plasticity depending on the pulse timing, and suggested an artificial neural network of the virtual three-dimensional construction to refer to CA3 of hippocampus. Furthermore, I focus on the hold and recall of the memory in the human brain, proposed a dual network model. It is shown that if the output stimulus is lacking, the proposed network model can recognize this by the reading of input patterns.