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
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"
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
DOI :
10.1109/IDAACS.2015.7341389