Sparse Deep Neural Network Exact Solutions

Sparse Deep Neural Network Exact Solutions

6 July 2018

Hayden Jananthan

Lauren Milechin

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Papers citing "Sparse Deep Neural Network Exact Solutions"

7 / 7 papers shown

Title
Enabling Massive Deep Neural Networks with the GraphBLAS J. Kepner Manoj Kumar José Moreira P. Pattnaik M. Serrano H. Tufo GNN 96 33 0 09 Aug 2017
Speeding up Convolutional Neural Networks By Exploiting the Sparsity of Rectifier Units Shaoshuai Shi Xiaowen Chu 99 43 0 25 Apr 2017
In-Datacenter Performance Analysis of a Tensor Processing Unit N. Jouppi C. Young Nishant Patil David Patterson Gaurav Agrawal ... Vijay Vasudevan Richard Walter Walter Wang Eric Wilcox Doe Hyun Yoon 235 4,635 0 16 Apr 2017
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 153 7,486 0 24 Feb 2016
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 261 8,842 0 01 Oct 2015
Fast Algorithms for Convolutional Neural Networks Andrew Lavin Scott Gray 72 878 0 30 Sep 2015
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 178 1,849 0 20 Dec 2013