Apply a sliding filter to input signal. Used for spatial data (ex. 1d=audio, 2d=image, 3d=video)
Also known as deconvolution, they perform the reverse of convolution by upsampling
A more advanced convolution that allows for sampling to be offset, making it better for geometric transformations.
Gated Recurrent Unit