I second Jonathan's request. I'm trying to use deconv layers for creating an auto encoder, but it isn't playing nicely.
I have a 1D feature vector from my inner product layer that should be the sparse encoding of the image, however no matter the parameters I pass to deconv, I still get a 1D vector out.