I’ve finished a rough re-implementation of that Lasagne example I’m talking about.
Check https://github.com/leelabcnbc/cnnvis-pytorch/blob/master/test.ipynb 735
I’ve double checked it against the Lasagne example, and they are exactly the same, except for some bug on the Lasagne/Theano side on my system, for deconv.