Code for modelling visual attention and feature binding using the PC/BC-DIM model.
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mwspratling 347de3179b
1st release Feb 2010
2 months ago
LICENSE 1st release Feb 2010 2 months ago
README.md 1st release Feb 2010 2 months ago
linear_PCBC_attention_model.m 1st release Feb 2010 2 months ago
linear_PCBC_iteration.m 1st release Feb 2010 2 months ago
nonlinear_PCBC_attention_model.m 1st release Feb 2010 2 months ago
nonlinear_PCBC_iteration.m 1st release Feb 2010 2 months ago
norm_weights.m 1st release Feb 2010 2 months ago
pc_binding.m 1st release Feb 2010 2 months ago
pc_binding_spatial.m 1st release Feb 2010 2 months ago
pc_featural_selection.m 1st release Feb 2010 2 months ago
pc_featural_tuning_curve.m 1st release Feb 2010 2 months ago
pc_posner.m 1st release Feb 2010 2 months ago
pc_spatial_selection.m 1st release Feb 2010 2 months ago
pc_spatial_selection_contrast.m 1st release Feb 2010 2 months ago
pc_spatial_tuning_curve.m 1st release Feb 2010 2 months ago
plot_network.m 1st release Feb 2010 2 months ago
plot_network_enhance.m 1st release Feb 2010 2 months ago

README.md

This code implements the simulation results reported in:

M. W. Spratling (2008) Predictive Coding as a Model of Biased Competition in Visual Attention. Vision Research, 48(12):13911408.

Please cite this paper if this code is used in, or to motivate, any publications.


USAGE


This code requires MATLAB. It was tested with MATLAB Version 7.7 (R2008b).

To use this software:

    run matlab 
    cd to the directory containing this code 
    run one of the functions with the name pc_*

Each of the pc_* functions runs one of the experiments reported in the above publication. The following table gives details of which MATLAB function produces each figure in this article.

Figure MATLAB Function
3 pc_spatial_selection.m
4 pc_spatial_selection_contrast.m
6 pc_featural_selection.m
7 pc_spatial_tuning_curve.m
8 pc_featural_tuning_curve.m
9 pc_posner.m
10 pc_binding.m
11 pc_binding_spatial.m