Title :
Neural net image processing peculiarities
Author :
Belliustin, N.S. ; Khobotov, A.G.
Author_Institution :
Radiophys. Res. Inst., Nizhny Novgorod, Russia
Abstract :
Physiological investigations show that visual image preprocessing in eye retina is made by homogeneous neural nets, various attempts on this process modelling were made for using the principles of image processing in artificial neural systems. The present paper is devoted to investigation of lateral inhibition strength on neural net image processing properties. The computer simulations are based on considerations of linear system spatial harmonics stableness
Keywords :
digital simulation; harmonics; image processing; linear systems; neural nets; simulation; computer simulations; image processing; lateral inhibition strength; linear system; neural net; process modelling; spatial harmonics stableness; Artificial neural networks; Communication channels; Entropy; Image processing; Image recognition; Large-scale systems; Neural networks; Nonlinear equations; Retina; Tin;
Conference_Titel :
Neuroinformatics and Neurocomputers, 1995., Second International Symposium on
Conference_Location :
Rostov on Don
Print_ISBN :
0-7803-2512-5
DOI :
10.1109/ISNINC.1995.480868
