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Diffusive filling-in

by Massimiliano Versace

 

20 Jul 2009 (Updated 29 Jul 2009)

The package contains a MATLAB implementation of diffusive filing-in model.

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Description

This software has been realized by Gennady Livitz at the CNS Technology Lab at Boston University (http://techlab.bu.edu/). The main author of this software is Gennady Livitz. The package contains a MATLAB implementation of diffusive filing-in model. The demo simulation is based on Craik-O'Brien-Cornsweet Effect(COCE). The package provides GUI interface to control luminance of COCE stimulus components which have impact on the model's output. The software can be run from matlab command line by typing Filling_in at the prompt. Necessary documentation as well as source code is provided athttp://techlab.bu.edu/resources/synapse_view/filling_in/#download.

REFERENCES:

Grossberg, S. , Todorovic, D., Neural dynamics of 1-D and 2-D brightness perception: A unified model of classical and recent phenomena, Perception and Psychophysics, 43, 241-277 (1988).

Present implementation of diffusive filling-in model demonstrates dynamics of neural signal spreading on the example of Craik-O'Brien-Cornsweet Effect. Filling-in process is implemented as a set of non-linear differential equations that control spreading of the activity of the Feature Contour System signals (brightness, color) within the image segments defined by the Boundary Contour System signals. The demo example simulates 1D filling-in process and allows the user to see the impact of luminance contrast in the COCE configuration on the output of the present implementation of diffusive filling-in model.

Code Description

Filing-in GUI microassembly. Unzip archive. Run by typing Filling-in at MATLAB prompt

MATLAB release MATLAB 7.6 (R2008a)
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Updates
22 Jul 2009

update authors/credits

29 Jul 2009

updated category

Tag Activity for this File
Tag Applied By Date/Time
neural networks Massimiliano Versace 21 Jul 2009 10:25:53
perception Massimiliano Versace 21 Jul 2009 10:25:53
visual cortex Massimiliano Versace 21 Jul 2009 10:25:53
simulation Massimiliano Versace 21 Jul 2009 10:25:53
modeling Massimiliano Versace 21 Jul 2009 10:25:53
image processing Massimiliano Versace 30 Jul 2009 09:51:49

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