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
APA
Chicago
ICMJE
MLA
NLM
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