253 citations · 261 across the 2 of their papers we have counts for
2 papers
cs.LG2015★ 8 cited
A mathematical motivation for complex-valued convolutional networks
Joan Bruna, Soumith Chintala, Yann LeCun +3
A complex-valued convolutional network (convnet) implements the repeated application of the following composition of three operations, recursively applying the composition to an in…
cs.LG2014★ 253 cited
Fast Convolutional Nets With fbfft: A GPU Performance Evaluation
Nicolas Vasilache, Jeff Johnson, Michael Mathieu +3
We examine the performance profile of Convolutional Neural Network training on the current generation of NVIDIA Graphics Processing Units. We introduce two new Fast Fourier Transfo…