Abstract
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 2×2 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.
Original language | English |
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Article number | 8836627 |
Pages (from-to) | 4753-4758 |
Number of pages | 6 |
Journal | IEEE Transactions on Electron Devices |
Volume | 66 |
Issue number | 11 |
DOIs | |
Publication status | Published - 2019 Nov |
Bibliographical note
Funding Information:Manuscript received July 26, 2019; accepted September 1, 2019. Date of publication September 13, 2019; date of current version October 29, 2019. This work was supported in part by the National Research Foundation of Korea (NRF) Grant funded by the Korean Government (MSIP) under Grant NRF-2016R1E1A1A02920171, in part by the Ministry of Trade, Industry and Energy (MOTIE, Korea) through the Industrial Strategic Technology Development Program—Development of fabrication and device structure of feedback Si-channel 1T-SRAM for artificial intelligence—under Grant 10067791, and in part by the Brain Korea 21 Plus Project in 2019. The review of this article was arranged by Editor J. Kang. (Sola Woo and Jinsun Cho contributed equally to this work.) (Corresponding author: Sangsig Kim.) S. Woo, D. Lim, and K. Cho are with the Department of Electrical Engineering, Korea University, Seoul 02841, South Korea.
Publisher Copyright:
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Keywords
- Double-gate
- feedback field-effect transistors (FBFETs)
- static random access memory (SRAM)
- synapse device
- transposable memory
ASJC Scopus subject areas
- Electronic, Optical and Magnetic Materials
- Electrical and Electronic Engineering