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MajorityNets: BNNs Utilising Approximate Popcount for Improved Efficiency

Feb 27, 2020
Seyedramin Rasoulinezhad, Sean Fox, Hao Zhou, Lingli Wang, David Boland, Philip H. W. Leong

* International Conference on Field-Programmable Technology, {FPT} 2019,Tianjin, China, December 9-13, 2019 
* 4 pages 

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AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers

Nov 19, 2019
Julian Faraone, Martin Kumm, Martin Hardieck, Peter Zipf, Xueyuan Liu, David Boland, Philip H. W. Leong

* 14 pages 

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Unrolling Ternary Neural Networks

Sep 09, 2019
Stephen Tridgell, Martin Kumm, Martin Hardieck, David Boland, Duncan Moss, Peter Zipf, Philip H. W. Leong

* Accepted in TRETS 

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