ON THE OPTIMIZATION OF THE CONSTRUCTIVE METHOD OF TRAINING NEURAL NETWORKS
Journal Title: Вестник КРАУНЦ. Физико-математические науки - Year 2018, Vol 3, Issue
Abstract
The article suggests a constructive method for training neural networks in which neurons added just before the current epoch of training assume the main training load on the new class to ensure the stability of the network in relation to learning on new data classes. The results of computational experiments are presented
Authors and Affiliations
Muhamed Kazakov
Keywords
Related Articles
- EP ID EP505515
- DOI 10.18454/2079-6641-2018-23-3-184-189
- Views 107
- Downloads 0
FORMULATION AND METHOD OF SOLVING CERTAIN BOUNDARY VALUE PROBLEMS FOR A CLASS OF EQUATIONS THIRD ORDER PARABOLIC-HYPERBOLIC TYPE
This paper studies the methods of investigation of some boundary value problems for a class of parabolic-hyperbolic equations of the third order in the hexagonal concave areas that take advantage of the study of problems...
MATHEMATICAL MODEL OF PROPAGATION OF NERVE IMPULSES WITH REGARD HEREDITARITY
A mathematical model of the propagation of the nervous pulse of FitzHugh-Nagumo is proposed, which takes into account the effect of heredity. This hereditary model is described by an integro-differential equation with a...
ABOUT ONE CLASS OF BOUNDARY TASKS FOR THE EQUATION OF THE FOURTH ORDER OF PARABOLO-HYPERBOLIC TYPE IN PENTAGONAL AREA
In this paper, a number of boundary tasks for the equation of the fourth order of a parabolo-hyperbolic type look (a1 ∂/∂x+b1∂/∂y)(a2 ∂/∂x+b2 ∂/∂y)(Lu)=0 is put in pentagonal area. Unequivocal resolvability of one of put...
TECHNIQUE OF SEISMIC SITUATION CONTROL A GIVEN AREA
We propose an approach to solving the problem of operational control of seismic situation on the basis of automation of process of monitoring of seismotectonic deformation in real time.
REVERSALS IN THE 6-CELLS CONVECTION DRIVEN
We describe the large-scale model geodynamo, which based on indirect data of inhomogeneities in the density of the Earth’s core. Convection structure is associated with spherical harmonic Y24 , which defines the basic po...