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I'm having trouble understanding how bias is added to the feature extraction convolution. I've seen people either refer to the bias as a single number that changes per filter or the whole matrix that is the size of the output. Here is what I mean:

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  • $I$ is the input single-channel image.
  • $F$ is the filter.
  • $b$ is the bias.
  • "Izhod" means "output".

Which is actually the correct bias used in CNN?

nbro
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