30 citations · 30 across the 1 of their papers we have counts for
2 papers
stat.ML2018
Tandem Blocks in Deep Convolutional Neural Networks
Chris Hettinger, Tanner Christensen, Jeffrey Humpherys +1
Due to the success of residual networks (resnets) and related architectures, shortcut connections have quickly become standard tools for building convolutional neural networks. The…
stat.ML2017★ 30 cited
Forward Thinking: Building and Training Neural Networks One Layer at a Time
Chris Hettinger, Tanner Christensen, Ben Ehlert +3
We present a general framework for training deep neural networks without backpropagation. This substantially decreases training time and also allows for construction of deep networ…