Brain-like computing and neural morphologic devices with circuitsChinese Full Text
Deng Yabin;Wang Zhiwei;Zhao Chenhui;Li Lin;He Shan;Li Qiuhong;Shuai Jianwei;Guo Donghui;College of Electronic Science ＆ Engineering,Xiamen University;Pen-Tung Sah Institute of Micro-Nano Science ＆ Technology,Xiamen University;College of Physical Science ＆ Technology,Xiamen University;
Abstract: In order to systematically understand the neural network circuits,this article began with a brief introduction of the principles of the brain-like neural network,as well as two types of neuromorphic devices and their functions,including different types of floating gates and memristors made by various materials to simulate individual neuron and synaptic plasticity. And then,it was based on the neuromorphic devices to introduce the circuit of the brain-like neural network implemented by floating gate and memristor respectively. Finally,it summarized the current problems of the neuromorphic devices as well as the brain-like neural network chip,and further made a prospect of the researching direction for the brain-like computing.
Keywords：
brain-like computing; brain-like neural network; neuromorphic devices; neural network circuit;
- DOI：
10.19734/j.issn.1001-3695.2020.04.0349
- Series：
(I) Electronic Technology ＆ Information Science
- Subject：
Automation Technology
- Classification Code：
TP183
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