ANALYSIS OF THE BACKPROPAGATION ALGORITHM WITH MOMENTUM

Authors
PHANSALKAR VV SASTRY PS
Citation
Vv. Phansalkar et Ps. Sastry, ANALYSIS OF THE BACKPROPAGATION ALGORITHM WITH MOMENTUM, IEEE transactions on neural networks, 5(3), 1994, pp. 505-506
Citations number
5
Categorie Soggetti
Computer Application, Chemistry & Engineering","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence","Computer Science Hardware & Architecture","Computer Science Theory & Methods
Journal title
IEEE transactions on neural networks → ACNP
ISSN journal
10459227
Volume
5
Issue
3
Year of publication
1994
Pages
505 - 506
Database
ISI
SICI code
1045-9227(1994)5:3<505:AOTBAW>2.0.ZU;2-V
Abstract
In this letter, the back-propagation algorithm with the momentum term is analyzed. It is shown that ail local minima of the sum of least squ ares error are stable. Other equilibrium points are unstable.