python - How can I get a 1D convolution in theano -


the function can find 2d convolutions described here...

is there optimised 1d function ?

while believe there's no conv1d in theano, lasagne (a neural network library on top of theano) has several implementations of conv1d layer. based on conv2d function of theano 1 of dimensions equal 1, use single or multiple dot products. try of them, may dot-product based ones perform better conv2d width=1.

https://github.com/lasagne/lasagne/blob/master/lasagne/theano_extensions/conv.py


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