Giving a Numpy array works, but I was trying to use a theano.shared node so that I could reuse the model as much as possible. I’m not trying to make predictions, I wanted to give a previously reconstructed (2D tomography) frame as an initial value to speed up convergence since it is expected that the next frame will be similar, but still different, so conditional is not directly applicable.