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Design of a Hamming neural network based on single-electron tunneling devices

✍ Scribed by J.G. Guimarães; L.M. Nóbrega; J.C. da Costa

Publisher: Elsevier Science
Year: 2006
Tongue: English
Weight: 383 KB
Volume: 37
Category: Article
ISSN: 0026-2692
DOI: 10.1016/j.mejo.2005.07.007

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✦ Synopsis

In this paper, the first complete implementation of a Hamming neural network based on single-electron devices is presented. A large-scale network for character recognition simulation based on building block approach was successfully carried out. Simulations were done using SIMON and MATLAB softwares. Effects such as offset charges and dynamic behavior are taken into account. Moreover, room temperature operation is considered.

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