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[Review of the research of spiking neuron network based on memristor].
- Source :
-
Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi [Sheng Wu Yi Xue Gong Cheng Xue Za Zhi] 2018 Jun 25; Vol. 35 (3), pp. 475-480. - Publication Year :
- 2018
-
Abstract
- The rapid development of artificial intelligence put forward higher requirements for the computational speed, resource consumption and the biological interpretation of computational neuroscience. Spiking neuron networks can carry a large amount of information, and realize the imitation of brain information processing. However, its hardware is an important way to realize its powerful computing ability, and it is also a challenging technical problem. The memristor currently is the electronic devices that functions closest to the neuron synapse, and able to respond to spike voltage in a highly similar spike timing dependent plasticity (STDP) mechanism with a biological brain, and has become a research hotspot to construct spiking neuron networks hardware circuit in recent years. Through consulting the relevant literature at home and abroad, this paper has made a thorough understanding and introduction to the research work of the spiking neuron networks based on the memristor in recent years.
Details
- Language :
- Chinese
- ISSN :
- 1001-5515
- Volume :
- 35
- Issue :
- 3
- Database :
- MEDLINE
- Journal :
- Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi
- Publication Type :
- Academic Journal
- Accession number :
- 29938958
- Full Text :
- https://doi.org/10.7507/1001-5515.201703091