Transistors;
Logic gates;
Random access memory;
Electric potential;
Doping;
Feedback loop;
Computational modeling;
Double-gate;
feedback field-effect transistors (FBFETs);
static random access memory (SRAM);
synapse device;
transposable memory;
MEMORY;
PLASTICITY;
NETWORK;
D O I:
10.1109/TED.2019.2939393
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
In this article, we present a transposable three-transistor static random access memory (3T-SRAM) array consisting of independent double-gate feedback field-effect transistors as binary synaptic devices and access transistors. The synaptic functions of the ${2} \times {2}$ SRAM array are investigated through mixed-mode technology computer-aided design simulations. This 3T-SRAM array provides parallel and bidirectional synaptic updates with fast operating speed. Furthermore, a simplified spike-timing-dependent plasticity learning rule is implemented by adjusting the widths of memory pulses. A compact cell area and a low-leakage power consumption allow this 3T-SRAM array to be used for adaptive synaptic devices in a large-scale neuromorphic system.
机构:
School of Information Science and Engineering,Shenyang University of TechnologySchool of Information Science and Engineering,Shenyang University of Technology
吴美乐
靳晓诗
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机构:
School of Information Science and Engineering,Shenyang University of TechnologySchool of Information Science and Engineering,Shenyang University of Technology
机构:
Korea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon 34141, South KoreaKorea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon 34141, South Korea
Hwang, Byeong-Woon
Yeom, Hye-In
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机构:
Korea Adv Inst Sci & Technol, Dept Mat Sci & Engn, Daejeon 34141, South KoreaKorea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon 34141, South Korea
Yeom, Hye-In
Kim, Daewon
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机构:
Kyung Hee Univ, Dept Elect Engn, 1732 Deogyeong Daero, Yongin 17104, South KoreaKorea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon 34141, South Korea
Kim, Daewon
Kim, Choong-Ki
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机构:
Korea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon 34141, South KoreaKorea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon 34141, South Korea
Kim, Choong-Ki
Lee, Dongil
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机构:
Korea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon 34141, South KoreaKorea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon 34141, South Korea
Lee, Dongil
Choi, Yang-Kyu
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机构:
Korea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon 34141, South KoreaKorea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon 34141, South Korea
机构:
Korea Aerosp Univ, Sch Elect & Informat Engn, Goyang Si 10540, South KoreaKorea Aerosp Univ, Sch Elect & Informat Engn, Goyang Si 10540, South Korea
Kim, Jiho
Kim, Sangwoo
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机构:
Korea Aerosp Univ, Sch Elect & Informat Engn, Goyang Si 10540, South KoreaKorea Aerosp Univ, Sch Elect & Informat Engn, Goyang Si 10540, South Korea