Martin Kumm

Orcid: 0000-0002-8593-3138

Affiliations:
  • University of Kassel, Digital Technology Group, Germany


According to our database1, Martin Kumm authored at least 59 papers between 2006 and 2024.

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Bibliography

2024
Bit-Level Optimized Constant Multiplication Using Boolean Satisfiability.
IEEE Trans. Circuits Syst. I Regul. Pap., January, 2024

2023
Towards Globally Optimal Design of Multipliers for FPGAs.
IEEE Trans. Computers, May, 2023

Design of Optimal Multiplierless FIR Filters With Minimal Number of Adders.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2023

More AddNet: A deeper insight into DNNs using FPGA-optimized multipliers.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Hardware-Optimal Digital FIR Filters: One ILP to Rule Them all and in Faithfulness Bind Them.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Hardware-Aware Design of Multiplierless Second-Order IIR Filters With Minimum Adders.
IEEE Trans. Signal Process., 2022

Truncated Multiple Constant Multiplication with Minimal Number of Full Adders.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Resource Optimal Squarers for FPGAs.
Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

Hardware-Aware Quantization for Multiplierless Neural Network Controllers.
Proceedings of the IEEE Asia Pacific Conference on Circuit and Systems, 2022

2021
Towards Arithmetic-Centered Filter Design.
Proceedings of the 28th IEEE Symposium on Computer Arithmetic, 2021

Resource Optimal Truncated Multipliers for FPGAs.
Proceedings of the 28th IEEE Symposium on Computer Arithmetic, 2021

2020
AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers.
IEEE Trans. Very Large Scale Integr. Syst., 2020

Comparison of Arithmetic Number Formats for Inference in Sum-Product Networks on FPGAs.
Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

Modulo Scheduling with Rational Initiation Intervals in Custom Hardware Design.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

Heuristics for the Design of Large Multipliers for FPGAs.
Proceedings of the 27th IEEE Symposium on Computer Arithmetic, 2020

2019
Unrolling Ternary Neural Networks.
ACM Trans. Reconfigurable Technol. Syst., 2019

World's Fastest FFT Architectures: Breaking the Barrier of 100 GS/s.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Isomorphic Subgraph-based Problem Reduction for Resource Minimal Modulo Scheduling.
Proceedings of the 2019 International Conference on ReConFigurable Computing and FPGAs, 2019

Reconfigurable Convolutional Kernels for Neural Networks on FPGAs.
Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

Design-Space Exploration with Multi-Objective Resource-Aware Modulo Scheduling.
Proceedings of the Euro-Par 2019: Parallel Processing, 2019

Efficient Error-Tolerant Quantized Neural Network Accelerators.
Proceedings of the 2019 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2019

Table-Based versus Shift-And-Add Constant Multipliers for FPGAs.
Proceedings of the 26th IEEE Symposium on Computer Arithmetic, 2019

2018
Optimal Single Constant Multiplication Using Ternary Adders.
IEEE Trans. Circuits Syst. II Express Briefs, 2018

Optimal Constant Multiplication Using Integer Linear Programming.
IEEE Trans. Circuits Syst. II Express Briefs, 2018

Optimal Shift Reassignment in Reconfigurable Constant Multiplication Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Advanced Compressor Tree Synthesis for FPGAs.
IEEE Trans. Computers, 2018

ScaLP: A Light-Weighted (MI)LP-Library.
Proceedings of the Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen, 2018

Constant Matrix Multiplication with Ternary Adders.
Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

ILP-Based Modulo Scheduling and Binding for Register Minimization.
Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

Karatsuba with Rectangular Multipliers for FPGAs.
Proceedings of the 25th IEEE Symposium on Computer Arithmetic, 2018

2017
Reconfigurable Constant Multiplication for FPGAs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

Optimization of Constant Matrix Multiplication with Low Power and High Throughput.
IEEE Trans. Computers, 2017

High-Level Synthesis for Model-Based Design with Automatic Folding including Combined Common Subcircuits.
Proceedings of the Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen, 2017

Model-based hardware design based on compatible sets of isomorphic subgraphs.
Proceedings of the International Conference on Field Programmable Technology, 2017

Resource Optimal Design of Large Multipliers for FPGAs.
Proceedings of the 24th IEEE Symposium on Computer Arithmetic, 2017

2016
Multiple constant multiplication optimizations for field programmable gate arrays.
PhD thesis, 2016

CORDIC II: A New Improved CORDIC Algorithm.
IEEE Trans. Circuits Syst. II Express Briefs, 2016

Comment on "High Efficiency Generalized Parallel Counters for Look-Up Table Based FPGAs".
Int. J. Reconfigurable Comput., 2016

Efficient sum of absolute difference computation on FPGAs.
Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

2015
Model-based Hardware Design for FPGAs using Folding Transformations based on Subcircuits.
CoRR, 2015

Efficient structural adder pipelining in transposed form FIR filters.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

An Efficient Softcore Multiplier Architecture for Xilinx FPGAs.
Proceedings of the 22nd IEEE Symposium on Computer Arithmetic, 2015

2014
Dynamically Reconfigurable Constant Multiplication on FPGAs.
Proceedings of the Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen, 2014

Efficient High Speed Compression Trees on Xilinx FPGAs.
Proceedings of the Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen, 2014

Pipelined reconfigurable multiplication with constants on FPGAs.
Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

Pipelined compressor tree optimization using integer linear programming.
Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

2013
FIR filter optimization for video processing on FPGAs.
EURASIP J. Adv. Signal Process., 2013

Dynamically reconfigurable FIR filter architectures with fast reconfiguration.
Proceedings of the 2013 8th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip (ReCoSoC), 2013

Reconfigurable FIR filter using distributed arithmetic on FPGAs.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Partial LUT size analysis in distributed arithmetic FIR Filters on FPGAs.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Multiple constant multiplication with ternary adders.
Proceedings of the 23rd International Conference on Field programmable Logic and Applications, 2013

2012
Pipelined adder graph optimization for high speed multiple constant multiplication.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Hybrid multiple constant multiplication for FPGAs.
Proceedings of the 19th IEEE International Conference on Electronics, Circuits and Systems, 2012

Area estimation of look-up table based fixed-point computations on the example of a real-time high dynamic range imaging system.
Proceedings of the 22nd International Conference on Field Programmable Logic and Applications (FPL), 2012

Reduced complexity single and multiple constant multiplication in floating point precision.
Proceedings of the 22nd International Conference on Field Programmable Logic and Applications (FPL), 2012

2011
High speed low complexity FPGA-based FIR filters using pipelined adder graphs.
Proceedings of the 2011 International Conference on Field-Programmable Technology, 2011

2010
An FPGA-Based Linear All-Digital Phase-Locked Loop.
IEEE Trans. Circuits Syst. I Regul. Pap., 2010

2008
Digital hilbert transformers for FPGA-based phase-locked loops.
Proceedings of the FPL 2008, 2008

2006
Implementation of Realtime and Highspeed Phase Detector on FPGA.
Proceedings of the Reconfigurable Computing: Architectures and Applications, 2006


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