Alert button
Picture for David Boland

David Boland

Alert button

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

Figure 1 for MajorityNets: BNNs Utilising Approximate Popcount for Improved Efficiency
Figure 2 for MajorityNets: BNNs Utilising Approximate Popcount for Improved Efficiency
Figure 3 for MajorityNets: BNNs Utilising Approximate Popcount for Improved Efficiency
Figure 4 for MajorityNets: BNNs Utilising Approximate Popcount for Improved Efficiency
Viaarxiv icon

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

Figure 1 for AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers
Figure 2 for AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers
Figure 3 for AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers
Figure 4 for AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers
Viaarxiv icon

Unrolling Ternary Neural Networks

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

Figure 1 for Unrolling Ternary Neural Networks
Figure 2 for Unrolling Ternary Neural Networks
Figure 3 for Unrolling Ternary Neural Networks
Figure 4 for Unrolling Ternary Neural Networks
Viaarxiv icon