VLSI implementation of GRBF (Gaussian Radial Basis Function) networks

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Date
2000
Authors
Çevikbaş, I. Can
Öğrenci, Arif Selçuk
Dündar, Günhan
Balkır, Sina
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Publisher
IEEE
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Abstract
A GRBF network is designed for VLSI implementation. Building blocks of the network consist mainly of analog circuits: op-amp multiplier multiplying DAC (digital to analog converter) floating resistor summer and exponentiator. Parameters of the network (center width of the Gaussian function and output layer weights) are represented digitally for convenient interfacing. It is shown that individual GRBF units allow independent tuning of center width and amplitude. Several network structures are simulated as function approximation examples and the performance is verified to be satisfactory.
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Turkish CoHE Thesis Center URL
Citation
9
WoS Q
N/A
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N/A
Source
Volume
3
Issue
Start Page
III-646
End Page
III-649