Learning long-range spatial dependencies with horizontal gated recurrent units

Drew Linsley, Junkyung Kim, Vijay Veerabadran, Charles Windolf, Thomas Serre

Neural Information Processing Systems 

We introduce a visual challenge, Pathfinder, and describe a novel recurrent neural network architecture called the horizontal gated recurrent unit (hGRU) to learn intrinsic horizontal connections - both within and across feature columns.

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