activity
20162019
most citedPutting An End to End-to-End: Gradient-Isolated Learning of Representations

79 citations · 154 across the 5 of their papers we have counts for

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Showing 2016Show all

2 papers · 1 filter

cs.NE2016★ 11 cited

Sigma Delta Quantized Networks

Peter O'Connor, Max Welling

Deep neural networks can be obscenely wasteful. When processing video, a convolutional network expends a fixed amount of computation for each frame with no regard to the similarity…

cs.NE2016★ 52 cited

Deep Spiking Networks

Peter O'Connor, Max Welling

We introduce an algorithm to do backpropagation on a spiking network. Our network is "spiking" in the sense that our neurons accumulate their activation into a potential over time,…