DocumentCode
2259335
Title
Orientation map: a reaction-diffusion based model
Author
Bhaumik, Basabi ; Markan, Chota M.
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi, India
Volume
1
fYear
2000
fDate
2000
Firstpage
228
Abstract
We show that models for orientation map formation, which invoke convolution in the dynamic equation, are in fact invoking non-local reaction diffusion. In the early stages of development it is unlikely that non-local interactions take place. We present a nonlinear reaction diffusion model based on near neighbour interaction for formation of orientation map. Besides capturing all the essential topological qualities of experimental orientation, our model also deals with the interspecies variations in the orientation map
Keywords
Hebbian learning; convolution; filtering theory; neural nets; neurophysiology; physiological models; topology; vision; Hebbian learning; convolution; feature maps; filtering; near neighbour interaction; orientation map; reaction diffusion model; topology; visual cortex; Band pass filters; Brain modeling; Computer science; Convolution; Educational technology; Gaussian processes; Kernel; Neurons; Nonlinear equations; Physics;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
Conference_Location
Como
ISSN
1098-7576
Print_ISBN
0-7695-0619-4
Type
conf
DOI
10.1109/IJCNN.2000.857841
Filename
857841
Link To Document