𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Accelerated gradient learning algorithm for neural network weights update

✍ Scribed by Željko Hocenski; Mladen Antunoviæ; Damir Filko


Publisher
Springer-Verlag
Year
2009
Tongue
English
Weight
445 KB
Volume
19
Category
Article
ISSN
0941-0643

No coin nor oath required. For personal study only.


📜 SIMILAR VOLUMES


A learning algorithm for oscillatory cel
✍ C.Y. Ho; H. Kurokawa 📂 Article 📅 1999 🏛 Elsevier Science 🌐 English ⚖ 566 KB

We present a cellular type oscillatory neural network for temporal segregation of stationary input patterns. The model comprises an array of locally connected neural oscillators with connections limited to a 4-connected neighborhood. The architecture is reminiscent of the wellknown cellular neural n

FUNCOM: A constrained learning algorithm
✍ Paris Mastorocostas; John Theocharis 📂 Article 📅 2000 🏛 Elsevier Science 🌐 English ⚖ 384 KB

A novel learning algorithm, the FUNCOM (Fuzzy Neural Constrained Optimization Method) is suggested in this paper, for training fuzzy neural networks. The training task is formulated as a constrained optimization problem, whose objective is twofold: (i) minimization of an error measure, leading to su