A CMOS analog neuro-chip with stochastic learning and multilevel weight storage

被引:0
|
作者
Conti, M
Guaitini, G
Turchetti, C
机构
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A CMOS analog neural network is described in this paper. The chip, fabricated in a 1.0 mu m CMOS technology, has a 2-dimension input vector, 16 neurons, 112 weights, each one with a multilevel storage circuit, 28 internal uncorrelated noise sources, a random weight change learning algorithm implemented on-chip, weight access capability.
引用
收藏
页码:1844 / 1847
页数:4
相关论文
共 33 条
  • [1] An analog CMOS approximate identity neural network with stochastic learning and multilevel weight storage
    Conti, M
    Crippa, P
    Guaitini, G
    Orcioni, S
    Turchetti, C
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1999, E82A (07) : 1344 - 1357
  • [2] Analog CMOS Approximate Identity Neural Network with stochastic learning and multilevel weight storage
    Univ of Ancona, Ancona, Italy
    IEICE Trans Fund Electron Commun Comput Sci, 7 (1344-1357):
  • [3] Active noise canceling using analog neuro-chip with on-chip learning capability
    Cho, JW
    Lee, SY
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 11, 1999, 11 : 664 - 670
  • [4] Modular neuro-chip with on-chip learning and adjustable learning parameters
    Cho, JW
    NEURAL PROCESSING LETTERS, 1996, 4 (01) : 45 - 52
  • [5] A neuro-chip for real-time learning, processing and control
    Salam, FM
    ISCAS '98 - PROCEEDINGS OF THE 1998 INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-6, 1998, : B54 - B57
  • [6] Analogue neuro-chip with on-chip learning capability for adaptive nonlinear equalisers
    Cho, JW
    Lee, SY
    ELECTRONICS LETTERS, 1997, 33 (22) : 1886 - 1887
  • [7] Analogue neuro-chip with on-chip learning capability for adaptive nonlinear equalisers
    Korea Advanced Inst of Science and, Technology, Taejon, Korea, Republic of
    Electron Lett, 22 (1886-1887):
  • [8] A neuro-chip with temporal learning: Test results for signal/shape generation
    Salam, FM
    THIRTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2, 1998, : 1141 - 1145
  • [9] A CMOS ANALOG ADAPTIVE BAM WITH ON-CHIP LEARNING AND WEIGHT REFRESHING
    LINARES-BARRANCO, B
    SANCHEZSINENCIO, E
    RODRIGUEZVAZQUEZ, A
    HUERTAS, JL
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 1993, 4 (03): : 445 - 455
  • [10] Modular neuro-chip with on-chip learning and adjustable learning parameters (vol 4, pg 45, 1996)
    Choi, YK
    Lee, SY
    NEURAL PROCESSING LETTERS, 1996, 4 (03) : 173 - 173