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Exact adjoint sensitivity analysis for neural-based microwave modeling and design

โœ Scribed by Jianjun Xu, ; Yagoub, M.C.E.; Runtao Ding, ; Qi Jun Zhang,

Book ID
120276820
Publisher
IEEE
Year
2003
Tongue
English
Weight
662 KB
Volume
51
Category
Article
ISSN
0018-9480

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๐Ÿ“œ SIMILAR VOLUMES

An adjoint sensitivity technique for dyn
An adjoint sensitivity technique for dynamic neural-network modeling and design of high-speed interconnect
โœ Yi Cao; Jianjun Xu; Vijaya K. Devabhaktuni; Runtao Ding; Qi-Jun Zhang ๐Ÿ“‚ Article ๐Ÿ“… 2006 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 259 KB

In this article, we develop an adjoint dynamic neural network (ADNN) technique aimed at enhancing computer-aided design (CAD) of high-speed VLSI modules. A novel formulation for exact sensitivities is achieved by defining an adjoint of a dynamic neural network (DNN). We further present an in-depth d