Synaptic behaviors of HfO2 ReRAM by pulse frequency modulation

  • Lee, Dong Keun; 
  • Kim, Min-Hwi; 
  • Kim, Tae-Hyeon; 
  • Bang, Suhyun; 
  • Choi, Yeon-Joon; 
  • 외 3명
Citations

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13
Citations

SCOPUS

15

초록

A resistive switching random-access memory (ReRAM) device with TiN/HfO2/SiO2/p(+)-Si stack is analyzed for synaptic behavior. Fabricated RRAM device stack consists of heavily doped p-type silicon bottom electrode (BE), HfO2 as a switching layer, SiO2 as a tunneling barrier layer and TiN as a top electrode (TE). The RRAM cell successfully shows I-V curves including SET and RESET operations in DC sweep mode. By inserting a SiO2 tunneling barrier layer, gradual switching characteristics are obtained by pulse operation. By optimizing the pulse scheme applied to the device, biological synaptic plasticity of long-term potentiation and depression is demonstrated. Finally, spike rate-dependent plasticity (SRDP) learning rule is realized by applying pulses with different frequencies to both terminals of the ReRAM device.

키워드

Tunneling barrier layer; Resistive-switching random-access memory; Potentiation; Depression; Synaptic plasticity; Spike rate-dependent plasticity (SRDP); SYNAPSES; DEVICE
제목
Synaptic behaviors of HfO2 ReRAM by pulse frequency modulation
저자
Lee, Dong Keun; Kim, Min-Hwi; Kim, Tae-Hyeon; Bang, Suhyun; Choi, Yeon-Joon; Kim, Sungjun; Cho, Seongjae; Park, Byung-Gook
DOI
10.1016/j.sse.2019.02.008
발행일
2019-04
유형
Article
저널명
Solid-State Electronics
권
154
페이지
31 ~ 35