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function RFrecon=reconstruct_V1RF(w,sigma)
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[n,c]=size(w);
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LoG=filter_definitions_LGN(sigma);
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for j=1:n,
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%convolve the ON and OFF weights with the LoG filter
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RFon=conv2(w{j,1},LoG,'same');
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RFoff=conv2(w{j,2},-LoG,'same');
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%save reconstructd values
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RFrecon{j}=RFon+RFoff;
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end
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