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David Boland
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AddNet: Deep neural networks using FPGA-optimized multipliers
J Faraone, M Kumm, M Hardieck, P Zipf, X Liu, D Boland, PHW Leong
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28 (1), 115-128, 2019
532019
A two-speed, radix-4, serial–parallel multiplier
DJM Moss, D Boland, PHW Leong
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (4), 769-777, 2018
512018
Training deep neural networks in low-precision with high accuracy using FPGAs
S Fox, J Faraone, D Boland, K Vissers, PHW Leong
2019 International Conference on Field-Programmable Technology (ICFPT), 1-9, 2019
412019
An FPGA-based implementation of the MINRES algorithm
D Boland, GA Constantinides
2008 International Conference on Field Programmable Logic and Applications …, 2008
412008
FPGA acceleration of multilevel ORB feature extraction for computer vision
J Weberruss, L Kleeman, D Boland, T Drummond
2017 27th International Conference on Field Programmable Logic and …, 2017
392017
A block minifloat representation for training deep neural networks
S Fox, S Rasoulinezhad, J Faraone, P Leong
International Conference on Learning Representations, 2020
342020
Accuracy-performance tradeoffs on an fpga through overclocking
K Shi, D Boland, GA Constantinides
2013 IEEE 21st Annual International Symposium on Field-Programmable Custom …, 2013
332013
Datapath synthesis for overclocking: Online arithmetic for latency-accuracy trade-offs
K Shi, D Boland, E Stott, S Bayliss, GA Constantinides
Proceedings of the 51st Annual Design Automation Conference, 1-6, 2014
312014
Automated precision analysis: A polynomial algebraic approach
D Boland, GA Constantinides
2010 18th IEEE Annual International Symposium on Field-Programmable Custom …, 2010
302010
Bounding variable values and round-off effects using Handelman representations
D Boland, GA Constantinides
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2011
292011
Unrolling ternary neural networks
S Tridgell, M Kumm, M Hardieck, D Boland, D Moss, P Zipf, PHW Leong
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 12 (4), 1-23, 2019
282019
Customizing low-precision deep neural networks for FPGAs
J Faraone, G Gambardella, D Boland, N Fraser, M Blott, PHW Leong
2018 28th International Conference on Field Programmable Logic and …, 2018
262018
A scalable approach for automated precision analysis
D Boland, GA Constantinides
Proceedings of the ACM/SIGDA international symposium on Field Programmable …, 2012
242012
Hardware-efficient signal generation of layered/enhanced ACO-OFDM for short-haul fiber-optic links
Q Wang, B Song, B Corcoran, D Boland, C Zhu, L Zhuang, AJ Lowery
Optics Express 25 (12), 13359-13371, 2017
202017
Real-time automatic modulation classification using RFSoC
S Tridgell, D Boland, PHW Leong, R Kastner, A Khodamoradi
2020 IEEE International Parallel and Distributed Processing Symposium …, 2020
192020
Efficient FPGA implementation of digit parallel online arithmetic operators
K Shi, D Boland, GA Constantinides
2014 International Conference on Field-Programmable Technology (FPT), 115-122, 2014
192014
A scalable precision analysis framework
D Boland, GA Constantinides
IEEE transactions on multimedia 15 (2), 242-256, 2012
182012
Real-time FPGA-based anomaly detection for radio frequency signals
DJM Moss, D Boland, P Pourbeik, PHW Leong
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
172018
Optimising memory bandwidth use for matrix-vector multiplication in iterative methods
D Boland, GA Constantinides
International Symposium on Applied Reconfigurable Computing, 169-181, 2010
172010
Optimizing memory bandwidth use and performance for matrix-vector multiplication in iterative methods
D Boland, GA Constantinides
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 4 (3), 1-14, 2011
162011
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