timhwang21 / predictive_coding

Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects

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Predictive Coding

A third-party reimplementation of the paper: "Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects" by Rajesh P. N. Rao and Dana H. Ballard

Network

Network image from Rao's original paper:

network

Results

Network weights

Level1

Level2

End stopping

Visualization of the prediction errors (r - r^td) at the center level1 module with long and short bar image input.

The prediction errors for the long bar should be much more smaller, they are not smaller compared with the original paper's result.

end_stopping

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Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects


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