Artificial neural networks in problems of material objects implementation. Part 2. Design and application specifics
Journal Title: Вісник НТУУ КПІ. Серія Радіотехніка, Радіоапаратобудування - Year 2012, Vol 0, Issue 48
Abstract
In this work paradigms and rules of neural networks learning are considered in a generalized form and the relationship between them are analyzed. The major tasks which can be solved by means of neural networks are analyzed. The main problem of using neural networks in problems of material objects implementation are defined in need of further theoretical research. The expediency of usage neural networks ensembles are substantiated with the followed by their transformation under specific applied design problems.
Authors and Affiliations
V. Adamenko, G. Mirskikh
Small-sized transition from rectangular waveguide to a microstrip line
The novel design of small-sized integrated transition from rectangular waveguide to a microstrip line is submitted. The theoretical and experimental characteristics are given
Features of the system of preliminary nonlinear probing in nonlinear radar
The work is devoted to actual problem of estimation of the impact of density the obstructing nonlinear scatterers (NS) based on the structures "metaloxide-metal" in the nonlinear radar space on the efficiency of usage p...
Microstrip filter based on 2D inhomogeneities
Realization of microstrip narrow-band filters based on 1D- and 2D-inhomogeneities areconsidered. Features impedance dependencies of filter structures are analyzed. There areillustrated, that 2D-inhomogeneities, as electr...
Мethods of reduction of the peak-factor in channels with OFDM.
In given article the basic methods of reduction of the peak-factor in systems which use OFDM signals are considered.
Assessment of the impact parameters switching in the switching-modulation converters
Introduction. The switching-modulation commutator (SMC) in the front part is used in design of the highly-sensitive radiometric systems with modulation type. These devices may restrict a band of the input broadband signa...