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
Link To Document :
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