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2020 – today
- 2023
[c6]Martin Hardieck, Tobias Habermann, Fabian Wagner, Michael Mecik, Martin Kumm, Peter Zipf:
More AddNet: A deeper insight into DNNs using FPGA-optimized multipliers. ISCAS 2023: 1-5- 2021
- [c5]Diego Botache, Florian Bethke, Martin Hardieck, Maarten Bieshaar, Ludwig Brabetz, Mohamed Ayeb
, Peter Zipf, Bernhard Sick:
Towards Highly Automated Machine-Learning-Empowered Monitoring of Motor Test Stands. ACSOS 2021: 120-130 - 2020
- [j3]Julian Faraone, Martin Kumm, Martin Hardieck, Peter Zipf, Xueyuan Liu, David Boland, Philip H. W. Leong:
AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers. IEEE Trans. Very Large Scale Integr. Syst. 28(1): 115-128 (2020)
2010 – 2019
- 2019
- [j2]Stephen Tridgell, Martin Kumm, Martin Hardieck, David Boland, Duncan J. M. Moss, Peter Zipf, Philip H. W. Leong:
Unrolling Ternary Neural Networks. ACM Trans. Reconfigurable Technol. Syst. 12(4): 22:1-22:23 (2019) - [c4]Martin Hardieck, Martin Kumm, Konrad Möller, Peter Zipf:
Reconfigurable Convolutional Kernels for Neural Networks on FPGAs. FPGA 2019: 43-52 - [i2]Stephen Tridgell, Martin Kumm, Martin Hardieck, David Boland, Duncan J. M. Moss, Peter Zipf, Philip H. W. Leong:
Unrolling Ternary Neural Networks. CoRR abs/1909.04509 (2019) - [i1]Julian Faraone, Martin Kumm, Martin Hardieck, Peter Zipf, Xueyuan Liu, David Boland, Philip H. W. Leong:
AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers. CoRR abs/1911.08097 (2019) - 2018
- [c3]Martin Hardieck, Martin Kumm, Patrick Sittel, Peter Zipf:
Constant Matrix Multiplication with Ternary Adders. ICECS 2018: 85-88 - 2017
- [j1]Martin Kumm, Martin Hardieck, Peter Zipf:
Optimization of Constant Matrix Multiplication with Low Power and High Throughput. IEEE Trans. Computers 66(12): 2072-2080 (2017) - [c2]Patrick Sittel, Martin Kumm, Konrad Möller, Martin Hardieck, Peter Zipf:
High-Level Synthesis for Model-Based Design with Automatic Folding including Combined Common Subcircuits. MBMV 2017: 103-114 - 2013
- [c1]Martin Kumm, Martin Hardieck, Jens Willkomm, Peter Zipf, Uwe Meyer-Baese:
Multiple constant multiplication with ternary adders. FPL 2013: 1-8
Coauthor Index
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