HARDWARE ANNEALING IN ELECTRONIC NEURAL NETWORKS

被引:16
作者
LEE, BW [1 ]
SHEU, BJ [1 ]
机构
[1] UNIV SO CALIF,INST SIGNAL & IMAGE PROC,LOS ANGELES,CA 90089
来源
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS | 1991年 / 38卷 / 01期
关键词
D O I
10.1109/31.101312
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
A novel hardware annealing in electronic neural circuits is derived from the analogy between the temperature in a Boltzmann machine and the amplifier gain in a VLSI chip. The beginning and final annealing temperatures for the hardware annealing can be precisely determined. Theory and experimental results on Hopfield analog-to-digital converters with simulated annealing are presented.
引用
收藏
页码:134 / 137
页数:4
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