DocumentCode :
309323
Title :
Enhanced modular CMOS current-mode winner-take-all network
Author :
Demosthenous, Andreas ; Akbari-Dilmaghani, Rahim ; Smedley, Sean ; Taylor, John
Author_Institution :
Dept. of Electron. & Electr. Eng., Univ. Coll. London, UK
Volume :
1
fYear :
1996
fDate :
13-16 Oct 1996
Firstpage :
402
Abstract :
A CMOS modular high-speed current-mode 2-input Winner-Take-All (2-WTA) circuit for use in VLSI tree-structure WTA networks is described. The classification speed of the design is not input pattern dependent, but is a function of the value of the largest current input only. The complexity of the proposed WTA is O(M), but unlike other architectures, mismatch errors accumulate at a rate proportional to log 2M. Since for large M this is a slowly increasing function of M, the proposed arrangement is well suited to large WTA systems. Simulations show that the proposed circuit can resolve input currents differing by less than 1μA with only a small loss of operating speed. Detailed simulations and measured results of a single 2-WTA cell and of a complete 8-input tree WTA are presented
Keywords :
CMOS analogue integrated circuits; VLSI; analogue processing circuits; neural chips; 2.4 micron; CMOS winner-take-all network; VLSI tree-structure WTA networks; architecture; classification speed; high-speed operation; mismatch errors; modular CMOS current-mode WTA network; Circuit simulation; Data compression; Diodes; Educational institutions; Image processing; Large-scale systems; Mirrors; Speech processing; Technological innovation; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Circuits, and Systems, 1996. ICECS '96., Proceedings of the Third IEEE International Conference on
Conference_Location :
Rodos
Print_ISBN :
0-7803-3650-X
Type :
conf
DOI :
10.1109/ICECS.1996.582856
Filename :
582856
Link To Document :
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