Compact CMOS implementation of a low-power, current-mode programmable cellular neural network

被引:1
|
作者
Ravezzi, L
Dalla Betta, GF
Setti, G
机构
[1] IRST, ITC, Div Microsensori & Integraz Sistema, I-38050 Povo, TN, Italy
[2] Univ Trent, Dipartimento Ingn Mat, I-38050 Trent, Italy
[3] Univ Ferrara, Dipartimento Ingn, I-44100 Ferrara, Italy
关键词
CMOS; cellular neural network (CNN);
D O I
10.1002/cta.147
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
We report on the design and characterization of a full-analog programmable current-mode cellular neural network (CNN) in CMOS technology. In the proposed CNN, a novel cell-core topology, which allows for an easy programming of both feedback and control templates over a wide range of values, including all those required for many signal processing tasks, is employed. The CMOS implementation of this network features both low-power consumption and small-area occupation, making it suitable for the realization of large cell-grid sizes. Device level and Monte Carlo simulations of the network proved that the proposed CNN can be successfully adopted for several applications in both grey-scale and binary image processing tasks. Results from the characterization of a preliminary CNN test-chip (8 x 1 array), intended as a simple demonstrator of the proposed circuit technique, are also reported and discussed. Copyright (C) 2001 John Wiley & Sons, Ltd.
引用
收藏
页码:299 / 310
页数:12
相关论文
共 50 条
  • [1] A current-mode approach to CMOS neural network implementation
    Watanabe, K
    Wang, L
    Cha, HW
    Ogawa, S
    [J]. ICA(3)PP 97 - 1997 3RD INTERNATIONAL CONFERENCE ON ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, 1997, : 625 - 637
  • [2] A CURRENT-MODE CELLULAR NEURAL-NETWORK IMPLEMENTATION
    VARRIENTOS, JE
    SANCHEZSINENCIO, E
    RAMIREZANGULO, J
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 1993, 40 (03) : 147 - 155
  • [3] PROGRAMMABLE CURRENT-MODE NEURAL NETWORK FOR IMPLEMENTATION IN ANALOG MOS-VLSI
    BORGSTROM, TH
    ISMAIL, M
    BIBYK, SB
    [J]. IEE PROCEEDINGS-G CIRCUITS DEVICES AND SYSTEMS, 1990, 137 (02): : 175 - 184
  • [4] A BICMOS LOW-POWER CURRENT-MODE GATE
    EMBABI, SHK
    BRUESKE, DE
    RACHAMREDDY, K
    [J]. IEEE JOURNAL OF SOLID-STATE CIRCUITS, 1994, 29 (06) : 741 - 745
  • [5] A Low-Power Low-Skew Current-Mode Clock Distribution Network in 90nm CMOS Technology
    Kancharapu, Naveen Kumar
    Dave, Marshnil
    Masimukkula, Veerraju
    Baghini, Maryam Shojaei
    Sharma, Dinesh Kumar
    [J]. 2011 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI), 2011, : 132 - 137
  • [6] New high-speed low-power current-mode CMOS sense amplifier
    Wang, SM
    Wu, CY
    [J]. JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2003, 26 (03) : 367 - 370
  • [7] Low-Voltage Low-Power CMOS-Based Current-Mode Implementation of Digital Logic Gates and Combinational Circuits
    Gupta, Prabhat
    Banerjee, Raina
    Sharma, Ravish
    [J]. JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2021, 30 (12)
  • [8] A CMOS Low Power Current-Mode Polyphase Filter
    Alzaher, Hussain
    Tasadduq, Noman
    [J]. ISLPED 09, 2009, : 75 - 79
  • [9] CMOS IMPLEMENTATION OF AN ANALOGICALLY PROGRAMMABLE CELLULAR NEURAL-NETWORK
    BETTA, GFD
    GRAFFI, S
    KOVACS, ZM
    MASETTI, G
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1993, 40 (03): : 206 - 215
  • [10] CMOS Current-Mode Implementation of Fractional-Power Functions
    Lin, Kuo-Jen
    Cheng, Chih-Jen
    Chiu, Shun-Feng
    Su, Hsin-Cheng
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2012, 31 (01) : 61 - 75