Memristive Field-Programmable Analog Arrays for Analog Computing

被引:12
作者
Li, Yunning [1 ]
Song, Wenhao [2 ]
Wang, Zhongrui [1 ]
Jiang, Hao [1 ]
Yan, Peng [1 ]
Lin, Peng
Li, Can [1 ]
Rao, Mingyi [1 ]
Barnell, Mark [3 ]
Wu, Qing [3 ]
Ganguli, Sabyasachi [4 ]
Roy, Ajit K. [4 ]
Xia, Qiangfei [1 ]
Yang, J. Joshua [1 ,2 ]
机构
[1] Univ Massachusetts, Dept Elect & Comp Engn, Amherst, MA 01003 USA
[2] Univ Southern Calif, Dept Elect & Comp Engn, Los Angeles, CA 90089 USA
[3] US Air Force, Res Lab, Informat Directorate, Rome, NY 13441 USA
[4] US Air Force, Res Lab, Mat & Mfg Directorate, Dayton, OH 45433 USA
基金
美国国家科学基金会;
关键词
analog computing; audio equalizer; FPAA; memristor; VMM; DEVICES; CMOS;
D O I
10.1002/adma.202206648
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The increasing interests in analog computing nowadays call for multipurpose analog computing platforms with reconfigurability. The advancement of analog computing, enabled by novel electronic elements like memristors, has shown its potential to sustain the exponential growth of computing demand in the new era of analog data deluge. Here, a platform of a memristive field-programmable analog array (memFPAA) is experimentally demonstrated with memristive devices serving as a variety of core analog elements and CMOS components as peripheral circuits. The memFPAA is reconfigured to implement a first-order band pass filter, an audio equalizer, and an acoustic mixed frequency classifier, as application examples. The memFPAA, featured with programmable analog memristors, memristive routing networks, and memristive vector-matrix multipliers, opens opportunities for fast prototyping analog designs as well as efficient analog applications in signal processing and neuromorphic computing.
引用
收藏
页数:8
相关论文
共 39 条
  • [1] Ali S., 2017, EV 25 INT C OPT FIB, P32379
  • [2] [Anonymous], 2015, IEEE T VERY LARGE SC
  • [3] System-Theoretic Methods for Designing Bio-Inspired Mem-Computing Memristor Cellular Nonlinear Networks
    Ascoli, Alon
    Tetzlaff, Ronald
    Kang, Sung-Mo Steve
    Chua, Leon
    [J]. FRONTIERS IN NANOTECHNOLOGY, 2021, 3
  • [4] Austin, 1993, Patent No. 005196740
  • [5] A Floating-Gate-Based Field-Programmable Analog Array
    Basu, Arindam
    Brink, Stephen
    Schlottmann, Craig
    Ramakrishnan, Shubha
    Petre, Csaba
    Koziol, Scott
    Baskaya, Faik
    Twigg, Christopher M.
    Hasler, Paul
    [J]. IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2010, 45 (09) : 1781 - 1794
  • [6] Bayat, 2016, ARXIV, DOI DOI 10.48550/ARXIV.1608.05445
  • [7] Adaptive Floating-Gate Circuit Enabled Large-Scale FPAA
    Brink, Stephen
    Hasler, Jennifer
    Wunderlich, Richard
    [J]. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2014, 22 (11) : 2307 - 2315
  • [8] High-Speed and Low-Energy Nitride Memristors
    Choi, Byung Joon
    Torrezan, Antonio C.
    Strachan, John Paul
    Kotula, P. G.
    Lohn, A. J.
    Marinella, Matthew J.
    Li, Zhiyong
    Williams, R. Stanley
    Yang, J. Joshua
    [J]. ADVANCED FUNCTIONAL MATERIALS, 2016, 26 (29) : 5290 - 5296
  • [9] D'Mello D.R., 1998, FIELD PROGRAM ANALOG, P7
  • [10] A PROGRAMMABLE ANALOG NEURAL NETWORK PROCESSOR
    FISHER, WA
    FUJIMOTO, RJ
    SMITHSON, RC
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1991, 2 (02): : 222 - 229