DocumentCode
396716
Title
Toward an analog VLSI implementation of adaptive resonance theory (ART2)
Author
Ganapathy, Senthil Kumar ; Titus, Albert H.
Author_Institution
Dept. of Electr. Eng., Buffalo Univ., NY, USA
Volume
2
fYear
2003
fDate
20-24 July 2003
Firstpage
936
Abstract
We describe the architecture for an analog VLSI implementation of the ART2 network. This design uses primary analog circuitry, with some digital clocking for controlling switches for storage and timing. The system operates in current-mode, which simplifies much of the circuitry. The network is broken into four major blocks and we describe the circuitry that can implement these blocks. This represents an important first step toward an analog hardware implementation of ART2.
Keywords
ART neural nets; VLSI; analogue integrated circuits; current-mode circuits; adaptive resonance theory; analog VLSI implementation; digital clocking; primary analog circuitry; switch control; Artificial neural networks; Circuits; Clocks; Digital control; Equations; Neural network hardware; Pattern recognition; Resonance; Very large scale integration; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2003. Proceedings of the International Joint Conference on
ISSN
1098-7576
Print_ISBN
0-7803-7898-9
Type
conf
DOI
10.1109/IJCNN.2003.1223816
Filename
1223816
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