SYNAPTIC

作品数:321被引量:722H指数:13
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相关领域:医药卫生生物学更多>>
相关作者:于洋余剑平赵志奇熊志奇杨柳更多>>
相关机构:中国科学院加拿大多伦多大学第四军医大学滨州医学院更多>>
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相关基金:国家自然科学基金国家重点基础研究发展计划中国博士后科学基金国家教育部博士点基金更多>>
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One memristor–one electrolyte-gated transistor-based high energy-efficient dropout neuronal units
《Chinese Physics B》2024年第6期569-573,共5页李亚霖 时凯璐 朱一新 方晓 崔航源 万青 万昌锦 
Project supported by the National Key Research and Development Program of China (Grant Nos. 2021YFA1202600 and 2023YFE0208600);in part by the National Natural Science Foundation of China (Grant Nos. 62174082, 92364106, 61921005, 92364204, and 62074075)。
Artificial neural networks(ANN) have been extensively researched due to their significant energy-saving benefits.Hardware implementations of ANN with dropout function would be able to avoid the overfitting problem. Th...
关键词:dropout neuronal unit synaptic transistors MEMRISTOR artificial neural network 
Dynamical behavior of memristor-coupled heterogeneous discrete neural networks with synaptic crosstalk
《Chinese Physics B》2024年第2期545-550,共6页马铭磷 熊康灵 李志军 贺少波 
Project supported by the Key Projects of Hunan Provincial Department of Education(Grant No.23A0133);the Natural Science Foundation of Hunan Province(Grant No.2022JJ30572);the National Natural Science Foundations of China(Grant No.62171401).
Synaptic crosstalk is a prevalent phenomenon among neuronal synapses,playing a crucial role in the transmission of neural signals.Therefore,considering synaptic crosstalk behavior and investigating the dynamical behav...
关键词:discrete memristor synaptic crosstalk coexisting attractor phase synchronization 
Fabrication and investigation of ferroelectric memristors with various synaptic plasticities
《Chinese Physics B》2022年第7期637-642,共6页Qi Qin Miaocheng Zhang Suhao Yao Xingyu Chen Aoze Han Ziyang Chen Chenxi Ma Min Wang Xintong Chen Yu Wang Qiangqiang Zhang Xiaoyan Liu Ertao Hu Lei Wang Yi Tong 
Jiangsu Province Research Foundation(Grant Nos.BK20191202,RK106STP18003,and SZDG2018007);the Jiangsu Province Research Foundation(Grant Nos.BK20191202,RK106STP18003,and SZDG2018007);the Research Innovation Program for College Graduates of Jiangsu Province(Grant Nos.KYCX200806,KYCX190960,and SJCX190268);NJUPTSF(Grant Nos.NY217116,NY220078,and NY218107)。
In the post-Moore era,neuromorphic computing has been mainly focused on breaking the von Neumann bottlenecks.Memristors have been proposed as a key part of neuromorphic computing architectures,and can be used to emula...
关键词:brain-inspired computing ferroelectric memristors mechanisms resistive-switching 
Memristor-based multi-synaptic spiking neuron circuit for spiking neural network
《Chinese Physics B》2022年第4期225-233,共9页Wenwu Jiang Jie Li Hongbo Liu Xicong Qian Yuan Ge Lidan Wang Shukai Duan 
Project supported by the National Key Research and Development Program of China(Grant No.2018 YFB1306600);the National Natural Science Foundation of China(Grant Nos.62076207,62076208,and U20A20227);the Science and Technology Plan Program of Yubei District of Chongqing(Grant No.2021-17)。
Spiking neural networks(SNNs) are widely used in many fields because they work closer to biological neurons.However,due to its computational complexity,many SNNs implementations are limited to computer programs.First,...
关键词:MEMRISTOR multi-synaptic circuit spiking neuron spiking neural network(SNN) 
Anisotropic photoresponse of layered rhenium disulfide synaptic transistors
《Chinese Physics B》2021年第8期49-54,共6页Chunhua An Zhihao Xu Jing Zhang Enxiu Wu Xinli Ma Yidi Pang Xiao Fu Xiaodong Hu Dong Sun Jinshui Miao Jing Liu 
Layered ReS_(2) with direct bandgap and strong in-plane anisotropy shows great potential to develop high-performance angle-resolved photodetectors and optoelectronic devices.However,systematic characterizations of the...
关键词:ReS2 in-plane anisotropy anisotropic photoresponse PHOTOTRANSISTOR 
Artificial synaptic behavior of the SBT-memristor
《Chinese Physics B》2021年第7期600-604,共5页Gang Dou Ming-Long Dou Ren-Yuan Liu Mei Guo 
the National Natural Science Foundation of China(Grant Nos.61703246 and 61703247);the Qingdao Science and Technology Plan Project(Grant No.19-6-2-2-cg);the Elite Project of Shandong University of Science and Technology。
The synapse of human brain neurons is not only the transmission channel of information,but also the basic unit of human brain learning and information storing.The artificial synapse is constructed based on the Sr_(0.9...
关键词:MEMRISTOR artificial synapse synaptic plasticity experiential learning non-associative learning 
Implementation of synaptic learning rules by TaO_(x) memristors embedded with silver nanoparticles
《Chinese Physics B》2021年第4期475-481,共7页Yue Ning Yunfeng Lai Jiandong Wan Shuying Cheng Qiao Zheng Jinling Yu 
Project supported by the National Natural Science Foundation of China(Grant No.61674038);the Natural Science Foundation of Fujian Province,China(Grant No.2019J01218);the Fund from the Fujian Science and Technology Innovation Laboratory for Optoelectronic Information of China(Grant No.2021ZR145);the Science Fund from the Fujian Provincial Department of Industry and Information Technology of China(Grant No.82318075)。
As an alternative device for neuromorphic computing to conquer von Neumann bottleneck,the memristor serving as an artificial synapse has attracted much attention.The TaO^(x) memristors embedded with silver nanoparticl...
关键词:resistive switching synaptic plasticity MEMRISTOR 
A synaptic transistor with NdNiO3
《Chinese Physics B》2020年第9期31-35,共5页Xiang Wang Chen Ge Ge Li Er-Jia Guo Meng He Can Wang Guo-Zhen Yang Kui-Juan Jin 
Project supported by the National Key R&D Program of China(Grant Nos.2017YFA0303604 and 2019YFA0308500);the National Natural Science Foundation of China(Grant Nos.11674385,11404380,11721404,and 11874412);the Youth Innovation Promotion Association of Chinese Academy of Sciences(Grant No.2018008);the Key Research Program of Frontier Sciences,Chinese Academy of Sciences(Grant No.QYZDJSSW-SLH020).
Recently, neuromorphic devices for artificial intelligence applications have attracted much attention. In this work, a three-terminal electrolyte-gated synaptic transistor based on NdNiO3 epitaxial films, a typical co...
关键词:synaptic transistor electrolyte gating artificial synapse NdNiO3 pulsed laser deposition 
High-performance synaptic transistors for neuromorphic computing被引量:2
《Chinese Physics B》2020年第4期1-14,共14页Hai Zhong Qin-Chao Sun Guo Li Jian-Yu Du He-Yi Huang Er-Jia Guo Meng He Can Wang Guo-Zhen Yang Chen Ge Kui-Juan Jin 
Project supported by the National Key R&D Program of China(Grant Nos.2017YFA0303604 and 2019YFA0308500);the Youth Innovation Promotion Association of Chinese Academy of Sciences(Grant No.2018008);the Key Research Program of Frontier Sciences of Chinese Academy of Sciences(Grant No.QYZDJSSW-SLH020);the National Natural Science Foundation of China(Grant Nos.11674385,11404380,11721404,and 11874412)。
The further development of traditional von Neumann-architecture computers is limited by the breaking of Moore’s law and the von Neumann bottleneck, which make them unsuitable for future high-performance artificial in...
关键词:SYNAPTIC transistor artificial SYNAPSE SYNAPTIC PLASTICITY electrolyte GATING FERROELECTRIC GATING 
A phenomenological memristor model for synaptic memory and learning behaviors
《Chinese Physics B》2017年第11期526-536,共11页邵楠 张盛兵 邵舒渊 
Properties that are similar to the memory and learning functions in biological systems have been observed and reported in the experimental studies of memristors fabricated by different materials. These properties incl...
关键词:memristor model forgetting effect transition from short-term memory(STM) to long-term memory(LTM) learning-experience behavior 
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