DocumentCode
3700701
Title
Application of recurrent approximation to the synthesis of neural network for control of processes phototherapy
Author
Alexander Trunov;Alexander Belikov
Author_Institution
Medical Equipment and System Department, Petro Mohyla Black Sea State University, 10, 68 Desantnykiv Str. Mykolayiv, 54003, Ukraine
Volume
2
fYear
2015
Firstpage
676
Lastpage
681
Abstract
Three examples of problems of analytical learning as standardizated elements for design multy-layers neural network with any complicated configuration of input-output vector-function are consider. Solutions for synaptic weight coefficients (SWC) as recurrent sequence are represented in analytic form. Convergence of recurrent approximation for two schemes of approaches by a linear and quadratic curve are proposed and discussed for System Support Decision Making (SSDM) of physiotherapy with artificial neural networks (ANN).
Keywords
"Neurons","Artificial neural networks","Standards","Process control","Yttrium","Approximation methods","Algorithm design and analysis"
Publisher
ieee
Conference_Titel
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2015 IEEE 8th International Conference on
Print_ISBN
978-1-4673-8359-2
Type
conf
DOI
10.1109/IDAACS.2015.7341389
Filename
7341389
Link To Document