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Obtaining high precision operation from nonideal neural networks

Publication ,  Journal Article
Sculley, TL; Brooke, MA
Published in: Proceedings - IEEE International Symposium on Circuits and Systems
December 1, 1990

Several potential neural architectures for an A/D converter are examined, and the level of nonidealities that can be tolerated by the network components without inhibiting high-precision operation through training is discussed. Behavioral-level simulations on sample converter networks with modeled nonidealities revealed a strong interrelationship between the network architectures and their tolerance to nonidealities.

Duke Scholars

Published In

Proceedings - IEEE International Symposium on Circuits and Systems

ISSN

0271-4310

Publication Date

December 1, 1990

Volume

3

Start / End Page

1847 / 1850
 

Citation

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Sculley, T. L., & Brooke, M. A. (1990). Obtaining high precision operation from nonideal neural networks. Proceedings - IEEE International Symposium on Circuits and Systems, 3, 1847–1850.
Sculley, T. L., and M. A. Brooke. “Obtaining high precision operation from nonideal neural networks.” Proceedings - IEEE International Symposium on Circuits and Systems 3 (December 1, 1990): 1847–50.
Sculley TL, Brooke MA. Obtaining high precision operation from nonideal neural networks. Proceedings - IEEE International Symposium on Circuits and Systems. 1990 Dec 1;3:1847–50.
Sculley, T. L., and M. A. Brooke. “Obtaining high precision operation from nonideal neural networks.” Proceedings - IEEE International Symposium on Circuits and Systems, vol. 3, Dec. 1990, pp. 1847–50.
Sculley TL, Brooke MA. Obtaining high precision operation from nonideal neural networks. Proceedings - IEEE International Symposium on Circuits and Systems. 1990 Dec 1;3:1847–1850.

Published In

Proceedings - IEEE International Symposium on Circuits and Systems

ISSN

0271-4310

Publication Date

December 1, 1990

Volume

3

Start / End Page

1847 / 1850