18 citations · 73 across the 14 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017★ 7 cited
Interleaver Design for Deep Neural Networks
Sourya Dey, Peter A. Beerel, Keith M. Chugg
We propose a class of interleavers for a novel deep neural network (DNN) architecture that uses algorithmically pre-determined, structured sparsity to significantly lower memory an…
cs.LG2017★ 5 cited
Characterizing Sparse Connectivity Patterns in Neural Networks
Sourya Dey, Kuan-Wen Huang, Peter A. Beerel +1
We propose a novel way of reducing the number of parameters in the storage-hungry fully connected layers of a neural network by using pre-defined sparsity, where the majority of co…