DocumentCode
2066698
Title
GSN neural network in hardware
Author
Uebel, Luís Felipe ; Barone, Dante
Author_Institution
Ciencia da Comput., Univ. Federal do Rio Grande do Sul, Porto Alegre, Brazil
fYear
1993
fDate
24-26 Nov 1993
Firstpage
126
Lastpage
129
Abstract
Describes a VLSI implementation of the GSN (goal seeking neuron) Boolean neural network model in an integrated circuit. The DIANNE (Digital Implementation of Artificial Neural NEtwork) is fully digital and asynchronous, computing 600 million synapses per second. The circuit has a linear growth of performance with the increase of the number of chips in the neural network. The relationship between area, performance, and number of neurons implemented on the chip presents a good solution to the implementation of artificial neural networks on silicon
Keywords
VLSI; neural chips; performance evaluation; Boolean neural network model; DIANNE; GSN neural network; VLSI implementation; digital asynchronous neural chip; goal seeking neuron; integrated circuit; performance; Artificial neural networks; Computer networks; Costs; Fabrication; Integrated circuit modeling; Intelligent networks; Neural network hardware; Neural networks; Neurons; Silicon;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Neural Networks and Expert Systems, 1993. Proceedings., First New Zealand International Two-Stream Conference on
Conference_Location
Dunedin
Print_ISBN
0-8186-4260-2
Type
conf
DOI
10.1109/ANNES.1993.323065
Filename
323065
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