Publications
Thesis
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Kumm, M. Dissertation Multiple Constant Multiplication Optimizations for Field Programmable Gate Arrays, Springer Wiesbaden, Germany 2016 (PhD defense: October 30th, 2015) ISBN 978-3-658-13323-8 see Table of Contents and ask me for a copy of a chapter |
International Journal Papers
- S. Tridgell, M. Kumm, M. Hardieck, D. Boland, D. J. M. Moss, P. Zipf, P. and P. H. W. Leong, Unrolling Ternary Neural Networks, ACM Transactions on Reconfigurable Technology and Systems, 12(4), 1–23, 2019, DOI
- J. Faraone, M. Kumm, M. Hardieck, L. Xueyuan, D. Boland, and P. H. W. Leong, AddNet: Deep Neural Networks using FPGA-Optimized Multipliers, IEEE Transactions on Very Large Scale Integration Systems (TVLSI), 28(1), 115-128, 2020, DOI
- K. Möller, M. Kumm, M. Garrido and P. Zipf, Optimal Shift Reassignment in Reconfigurable Constant Multiplication Circuits, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 37, issue 3, 710–714, 2018, DOI
- M. Kumm, M. Garrido, O. Gustafsson and P. Zipf, Optimal Constant Coefficient Multiplication using Ternary Adders, IEEE Transactions on Circuits and Systems II: Express Briefs, Volume 65, Issue 7, July 2018, DOI, preprint (copyright IEEE), slides from ISCAS'17
- K. Möller, M. Kumm, M. Kleinlein and P. Zipf, Reconfigurable Constant Multiplication for FPGAs, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2017, 36(6), 927-–937 DOI
- M. Kumm and P. Zipf, Comment on “High Efficiency Generalized Parallel Counters for Look-Up Table Based FPGAs”, International Journal of Reconfigurable Computing (Hindawi), 1–3, 2016, DOI
- M. Garrido, P. Källström, M. Kumm, and O. Gustafsson, CORDIC II: A New Improved CORDIC Algorithm, IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 63, no. 2, pp. 186–190, 2016, DOI
- M. Kumm, D. Fanghänel, K. Möller, P. Zipf, and U. Meyer-Baese, FIR Filter Optimization for Video Processing on FPGAs, EURASIP Journal on Advances in Signal Processing (Springer), pp. 1–18, 2013, DOI
- H. Klingbeil, B. Zipfel, M. Kumm, and P. Moritz, A Digital Beam-Phase Control System for Heavy-Ion Synchrotrons, IEEE Transactions on Nuclear Science, vol. 54, no. 6, pp. 2604–2610, 2007, DOI
International Conference Proceedings
- M. Hardieck, T. Habermann, F. Wagner, M. Mecik, M. Kumm, P. Zipf, More AddNet: A deeper insight into DNNs using FPGA-optimized multipliers, accepted for presentation at the IEEE International Symposium on Circuits and Systems (ISCAS), 2023
- T. Habermann, J. Kühle, M. Kumm and A. Volkova, Hardware-Aware Quantization for Multiplierless Neural Network Controllers, Asia Pacific Conference on Circuits and Systems (APCCAS), 2022, preprint
- A. Böttcher, M. Kumm, F. de. Dinechin, Resource Optimal Squarers for FPGAs IEEE International Conference on Field Programmable Logic and Application (FPL), 2022, preprint
- R. Garcia, A. Volkova, M. Kumm, Truncated Multiple Constant Multiplication with Minimal Number of Full Adders, IEEE International Symposium on Circuits and Systems (ISCAS), 2022
- A. Böttcher, M. Kumm, F. de. Dinechin, Resource Optimal Truncated Multipliers for FPGAs, IEEE Symposium on Computer Arithmetic (ARITH), 2021 preprint
- L. Sommer, L. Weber, M. Kumm, A. Koch, Comparison of Arithmetic Number Formats for Inference in Sum-Product Networks on FPGAs, International Symposium on Field-Programmable Custom Computing Machines (FCCM), IEEE, 2020, DOI received the best paper award
- P. Sittel, J. Wickerson, M. Kumm and P. Zipf, Modulo Scheduling with Rational Initiation Intervals in Custom Hardware Design, Asia and South Pacific Design Automation Conference (ASP-DAC), 2020, nominated as best paper award candidate
- G. Gambardella, J. Kappauf, M. Blott, C. Doehring, M. Kumm, P. Zipf and K. Vissers, Efficient Error-Tolerant Quantized Neural Network Accelerators, IEEE Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2019, preprint received the best paper award
- F. de Dinechin, S. Filip, L. Forget and M. Kumm, Table-Based versus Shift-And-Add Constant Multipliers for FPGAs, IEEE Symposium on Computer Arithmetic (ARITH), 2019, preprint
- J. Oppermann, P. Sittel, M. Kumm, M. Reuter-Oppermann, A. Koch, O. Sinnen, Design-Space Exploration with Multi-Objective Resource-Aware Modulo Scheduling, European Conference on Parallel Processing (EUROPAR), 2019, preprint
- M. Hardieck, M. Kumm, P. Sittel and P. Zipf, Constant Matrix Multiplication with Ternary Adders, IEEE International Conference on Circuits and Systems (ICECS), Bordeaux, December 2018. preprint
- P. Sittel, M. Kumm, J. Oppermann, K. Möller, P. Zipf, A. Koch, ILP-based Modulo Scheduling and Binding for Register Minimization, IEEE International Conference on Field Programmable Logic and Application (FPL), 2018 preprint (copyright IEEE)
- M. Kumm, O. Gustafson, F. de Dinechin, J. Kappauf and P. Zipf, Karatsuba with Rectangular Multipliers for FPGAs, IEEE Symposium on Computer Arithmetic (ARITH), 2018, preprint (copyright IEEE) received the best paper award
- U. Meyer-Baese, H. Muddu, S. Schinhaerl, M. Kumm, and P. Zipf, Real-time Fetal ECG System Design using Embedded Microprocessors, SPIE Commercial + Scientific Sensing and Imaging, vol. 9871, pp. 987106-1–987106-14, May 2016, DOI
- U. Meyer-Baese, G. Botella, D. Romero, and M. Kumm, Optimization of High Speed Pipelining in FPGA-Based FIR Filter Design Using Genetic Algorithm, Proceedings of SPIE, 2012, pp. 1–12, DOI
- M. Kunz, M. Kumm, M. Heide, and P. Zipf, Area Estimation of Look-Up Table Based Fixed-Point Computations on the Example of a Real-Time High Dynamic Range Imaging System, IEEE International Conference on Field Programmable Logic and Application (FPL), 2012, pp. 591–594, DOI, preprint (copyright IEEE)
- M. Mehler, H. Klingbeil, U. Laier, K.-P. Ningel and M. Kumm, The Damping of Longitudinal Quadrupole Oscillations at GSI, Particle Accelerator Conference (PAC), 2009, S.2195–2197
Workshop Papers
- G. Gambardella, J. Kappauf, M. Blott, C. Doehring, M. Kumm, P. Zipf and K. Vissers, Analysis of SEU susceptibility of Quantized Neural Network Hardware Accelerators via Error Injection, IEEE International Workshop on Automotive Reliability Test ART, 2019
- P. Sittel, J. Oppermann, M. Kumm, A. Koch and P. Zipf, HatScheT: A Contribution to Agile HLS, FPGAs for Software Programmers (FSP) Workshop, Dublin August 2018, preprint
- P. Sittel, T. Schönwälder, M. Kumm and P. Zipf, ScaLP: A Light-Weighted (MI)LP-Library, 21. Workshop Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV), March 2018, Tübingen. preprint
- P. Sittel, M. Kumm, K. Möller, M. Hardieck and P. Zipf, High-Level Synthesis for Model-Based Design with Automatic Folding including Combined Common Subcircuits, Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV), 2017, pp. 7–12, preprint
- K. Möller, M. Kumm, B. Barschtipan, and P. Zipf, Dynamically Reconfigurable Constant Multiplication on FPGAs., Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV), 2014, pp. 159–169, preprint
- A. Guntoro, P. Zipf, O. Soffke, H. Klingbeil, M. Kumm and M. Glesner, Implementation of Realtime and Highspeed Phase Detector on FPGA, International Workshop on Reconfigurable Computing (ARC), 2006, Vol. 3985, pp. 1–11, DOI
Submitted Patents
- M. Kumm und P Zipf, Verfahren zum Multiplizieren zweier Binärzahlen mit einer programmierbaren Logikanordnung und zur Durchführung des Verfahrens geeignete Logikanordnung, 2015, DPMA
- M. Kumm und P Zipf, Verfahren zum Berechnen von Funktionswerten mit einer Logikanordnung und zur Durchführung des Verfahrens geeignete Logikanordnung, submitted 2017
Non-Scientific Publications
- M. Kumm, Preisgünstige Eigenbau-Lötstation mit SMD-Lötspitze von Weller, Funkamateur, 07/2014
- M. Kumm, C. Valens, S. Malekar, An SMD solder station made from bits and pieces! Platino Solder Station, Elektor 07-08/2015
- M. Kumm, C. Valens, S. Malekar, Bauen Sie Ihre eigene SMD-Lötstation! Platino-Lötkolben, Elektor (Germany) 07-08/2015
01Publications.txt · Last modified: 2023/02/08 14:11 by Martin Kumm (login)