Tactics to Directly Map CNN graphs on Embedded FPGAs

Tactics to Directly Map CNN graphs on Embedded FPGAs

20 November 2017

Jocelyn Sérot

Jocelyn Serot

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Papers citing "Tactics to Directly Map CNN graphs on Embedded FPGAs"

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Title
FINN: A Framework for Fast, Scalable Binarized Neural Network Inference Yaman Umuroglu Nicholas J. Fraser Giulio Gambardella Michaela Blott Philip H. W. Leong Magnus Jahre K. Vissers MQ 107 999 0 01 Dec 2016
YodaNN: An Architecture for Ultra-Low Power Binary-Weight CNN Acceleration Renzo Andri Lukas Cavigelli D. Rossi Luca Benini 75 196 0 17 Jun 2016
Hardware-oriented Approximation of Convolutional Neural Networks Philipp Gysel Mohammad Motamedi S. Ghiasi 107 310 0 11 Apr 2016
Deep Learning on FPGAs: Past, Present, and Future Griffin Lacey Graham W. Taylor S. Areibi GNN 71 180 0 13 Feb 2016
Deep Learning with Limited Numerical Precision Suyog Gupta A. Agrawal K. Gopalakrishnan P. Narayanan HAI 209 2,049 0 09 Feb 2015
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 298 14,717 0 20 Jun 2014