A low-cost application-specific neural network implementation with floating gate wàghts
Publication
, Conference
Thomsen, A; Brooke, MA
Published in: Proceedings of the International Joint Conference on Neural Networks
January 1, 1992
This paper presents the technology and design philosophy for low-cost appUcation-specific neural netwoik implementations through MOSIS. The advantage of applying a low-cost custom-made special purpose networic for a given problem over the application of available general purpose networics is discussed. The special purpose netwodcs use floating gate devices for weight storage. The presented design approach allows the designer to implement any knowledge about the problem to be solved into hardware, thus reducing circuit complexity and training time. The example of a simple network for linear and non-linear voltage-to-current conversion illustrates the technique.
Duke Scholars
Published In
Proceedings of the International Joint Conference on Neural Networks
DOI
Publication Date
January 1, 1992
Volume
2
Start / End Page
565 / 570
Citation
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ICMJE
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Thomsen, A., & Brooke, M. A. (1992). A low-cost application-specific neural network implementation with floating gate wàghts. In Proceedings of the International Joint Conference on Neural Networks (Vol. 2, pp. 565–570). https://doi.org/10.1109/IJCNN.1992.226928
Thomsen, A., and M. A. Brooke. “A low-cost application-specific neural network implementation with floating gate wàghts.” In Proceedings of the International Joint Conference on Neural Networks, 2:565–70, 1992. https://doi.org/10.1109/IJCNN.1992.226928.
Thomsen A, Brooke MA. A low-cost application-specific neural network implementation with floating gate wàghts. In: Proceedings of the International Joint Conference on Neural Networks. 1992. p. 565–70.
Thomsen, A., and M. A. Brooke. “A low-cost application-specific neural network implementation with floating gate wàghts.” Proceedings of the International Joint Conference on Neural Networks, vol. 2, 1992, pp. 565–70. Scopus, doi:10.1109/IJCNN.1992.226928.
Thomsen A, Brooke MA. A low-cost application-specific neural network implementation with floating gate wàghts. Proceedings of the International Joint Conference on Neural Networks. 1992. p. 565–570.
Published In
Proceedings of the International Joint Conference on Neural Networks
DOI
Publication Date
January 1, 1992
Volume
2
Start / End Page
565 / 570