𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Unbiased sensitivity analysis and pruning techniques in neural networks for surface ozone modelling

✍ Scribed by O. Pastor-Bárcenas; E. Soria-Olivas; J.D. Martín-Guerrero; G. Camps-Valls; J.L. Carrasco-Rodríguez; S. del Valle-Tascón


Book ID
113576937
Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
222 KB
Volume
182
Category
Article
ISSN
0304-3800

No coin nor oath required. For personal study only.


📜 SIMILAR VOLUMES


An adjoint sensitivity technique for dyn
✍ Yi Cao; Jianjun Xu; Vijaya K. Devabhaktuni; Runtao Ding; Qi-Jun Zhang 📂 Article 📅 2006 🏛 John Wiley and Sons 🌐 English ⚖ 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