Martin Lueker-Boden

13 papers C 4Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
XBTorch: A Unified Framework for Modeling and Co-Design of Crossbar-Based Deep Learning Accelerators.
CoRR
Osama Yousuf, Andreu L. Glasmann, Martin Lueker-Boden, Sina Najmaei, Gina C. Adam
2024 J jnl
Layer Ensemble Averaging for Improving Memristor-Based Artificial Neural Network Performance.
CoRR
Osama Yousuf, Brian Hoskins, Karthick Ramu, Mitchell Fream, William A. Borders, Advait Madhavan, Matthew W. Daniels, Andrew M. Dienstfrey, Jabez J. McClelland, Martin Lueker-Boden, Gina C. Adam
2023 J jnl
Device Modeling Bias in ReRAM-Based Neural Network Simulations.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Osama Yousuf, Imtiaz Hossen, Matthew W. Daniels, Martin Lueker-Boden, Andrew M. Dienstfrey, Gina C. Adam
2023 J jnl
Experimental demonstration of a robust training method for strongly defective neuromorphic hardware.
CoRR
William A. Borders, Advait Madhavan, Matthew W. Daniels, Vasileia Georgiou, Martin Lueker-Boden, Tiffany S. Santos, Patrick M. Braganca, Mark D. Stiles, Jabez J. McClelland, Brian D. Hoskins
2022 J jnl
Device Modeling Bias in ReRAM-based Neural Network Simulations.
CoRR
Osama Yousuf, Imtiaz Hossen, Matthew W. Daniels, Martin Lueker-Boden, Andrew M. Dienstfrey, Gina C. Adam
2022 — conf
Effect of OTS Selector Reliabilities on NVM Crossbar-based Neuromorphic Training.
IRPS
Wen Ma, Tung Thanh Hoang, Brian Hoskins, Matthew W. Daniels, Jabez J. McClelland, Yutong Gao, Gina C. Adam, Martin Lueker-Boden
2021 — conf
A System for Validating Resistive Neural Network Prototypes.
ICONS
Brian Hoskins, Wen Ma, Mitchell Fream, Osama Yousuf, Matthew W. Daniels, Jonathan Goodwill, Advait Madhavan, Hoang Tung, Mark Branstad, Muqing Liu, Rasmus Madsen, Jabez J. McClelland, Gina C. Adam, Martin Lueker-Boden
2020 C conf
A Mott Insulator-Based Oscillator Circuit for Reservoir Computing.
ISCAS
Wen Ma, Tyler Hennen, Martin Lueker-Boden, Rick Galbraith, Jonas Goode, Won Ho Choi, Pi-Feng Chiu, Jonathan A. J. Rupp, Dirk J. Wouters, Rainer Waser, Daniel Bedau
2020 C conf
An In-Flash Binary Neural Network Accelerator with SLC NAND Flash Array.
ISCAS
Won Ho Choi, Pi-Feng Chiu, Wen Ma, Gertjan Hemink, Tung Thanh Hoang, Martin Lueker-Boden, Zvonimir Bandic
2020 J jnl
Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks.
CoRR
Wen Ma, Pi-Feng Chiu, Won Ho Choi, Minghai Qin, Daniel Bedau, Martin Lueker-Boden
2019 C conf
A Binarized Neural Network Accelerator with Differential Crosspoint Memristor Array for Energy-Efficient MAC Operations.
ISCAS
Pi-Feng Chiu, Won Ho Choi, Wen Ma, Minghai Qin, Martin Lueker-Boden
2019 — conf
Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks.
ICRC
Wen Ma, Pi-Feng Chiu, Won Ho Choi, Minghai Qin, Daniel Bedau, Martin Lueker-Boden
2018 C conf
Improving Noise Tolerance of Hardware Accelerated Artificial Neural Networks.
ICMLA
Wen Ma, Minghai Qin, Won Ho Choi, Pi-Feng Chiu, Martin Lueker-Boden