Literature DB >> 36262310

Second-order associative memory circuit hardware implemented by the evolution from battery-like capacitance to resistive switching memory.

Guangdong Zhou1, Xiaoye Ji2, Jie Li3, Feichi Zhou3, Zhekang Dong2, Bingtao Yan1, Bai Sun4, Wenhua Wang1, Xiaofang Hu1, Qunliang Song1, Lidan Wang1, Shukai Duan1.   

Abstract

Memristor-based Pavlov associative memory circuit presented today only realizes the simple condition reflex process. The secondary condition reflex endows the simple condition reflex process with more bionic, but it is only demonstrated in design and involves the large number of redundant circuits. A FeO x -based memristor exhibits an evolution process from battery-like capacitance (BLC) state to resistive switching (RS) memory as the I-V sweeping increase. The BLC is triggered by the active metal ion and hydroxide ion originated from water molecule splitting at different interfaces, while the RS memory behavior is dominated by the diffusion and migration of ion in the FeO x switching function layer. The evolution processes share the nearly same biophysical mechanism with the second-order conditioning. It enables a hardware-implemented second-order associative memory circuit to be feasible and simple. This work provides a novel path to realize the associative memory circuit with the second-order conditioning at hardware level.
© 2022.

Entities:  

Keywords:  Hardware architecture; Memory structure

Year:  2022        PMID: 36262310      PMCID: PMC9574501          DOI: 10.1016/j.isci.2022.105240

Source DB:  PubMed          Journal:  iScience        ISSN: 2589-0042


  21 in total

1.  Electrochemical metallization memories--fundamentals, applications, prospects.

Authors:  Ilia Valov; Rainer Waser; John R Jameson; Michael N Kozicki
Journal:  Nanotechnology       Date:  2011-05-16       Impact factor: 3.874

2.  Third-order nanocircuit elements for neuromorphic engineering.

Authors:  Suhas Kumar; R Stanley Williams; Ziwen Wang
Journal:  Nature       Date:  2020-09-23       Impact factor: 49.962

3.  Optoelectronic resistive random access memory for neuromorphic vision sensors.

Authors:  Feichi Zhou; Zheng Zhou; Jiewei Chen; Tsz Hin Choy; Jingli Wang; Ning Zhang; Ziyuan Lin; Shimeng Yu; Jinfeng Kang; H-S Philip Wong; Yang Chai
Journal:  Nat Nanotechnol       Date:  2019-07-15       Impact factor: 39.213

4.  A Multi-functional Memristive Pavlov Associative Memory Circuit Based on Neural Mechanisms.

Authors:  Yutong Zhang; Zhigang Zeng
Journal:  IEEE Trans Biomed Circuits Syst       Date:  2021-12-09       Impact factor: 3.833

5.  Refining the Negative Differential Resistance Effect in a TiOx-Based Memristor.

Authors:  Xiaofang Hu; Wenhua Wang; Bai Sun; Yuchen Wang; Jie Li; Guangdong Zhou
Journal:  J Phys Chem Lett       Date:  2021-06-02       Impact factor: 6.475

6.  Gate-tunable van der Waals heterostructure for reconfigurable neural network vision sensor.

Authors:  Chen-Yu Wang; Shi-Jun Liang; Shuang Wang; Pengfei Wang; Zhu'an Li; Zhongrui Wang; Anyuan Gao; Chen Pan; Chuan Liu; Jian Liu; Huafeng Yang; Xiaowei Liu; Wenhao Song; Cong Wang; Bin Cheng; Xiaomu Wang; Kunji Chen; Zhenlin Wang; Kenji Watanabe; Takashi Taniguchi; J Joshua Yang; Feng Miao
Journal:  Sci Adv       Date:  2020-06-24       Impact factor: 14.136

7.  Capacitive neural network with neuro-transistors.

Authors:  Zhongrui Wang; Mingyi Rao; Jin-Woo Han; Jiaming Zhang; Peng Lin; Yunning Li; Can Li; Wenhao Song; Shiva Asapu; Rivu Midya; Ye Zhuo; Hao Jiang; Jung Ho Yoon; Navnidhi Kumar Upadhyay; Saumil Joshi; Miao Hu; John Paul Strachan; Mark Barnell; Qing Wu; Huaqiang Wu; Qinru Qiu; R Stanley Williams; Qiangfei Xia; J Joshua Yang
Journal:  Nat Commun       Date:  2018-08-10       Impact factor: 14.919

Review 8.  Competing memristors for brain-inspired computing.

Authors:  Seung Ju Kim; Sang Bum Kim; Ho Won Jang
Journal:  iScience       Date:  2020-12-03

9.  EqSpike: spike-driven equilibrium propagation for neuromorphic implementations.

Authors:  Erwann Martin; Maxence Ernoult; Jérémie Laydevant; Shuai Li; Damien Querlioz; Teodora Petrisor; Julie Grollier
Journal:  iScience       Date:  2021-02-20

10.  Mimicking associative learning using an ion-trapping non-volatile synaptic organic electrochemical transistor.

Authors:  Xudong Ji; Bryan D Paulsen; Gary K K Chik; Ruiheng Wu; Yuyang Yin; Paddy K L Chan; Jonathan Rivnay
Journal:  Nat Commun       Date:  2021-04-30       Impact factor: 14.919

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