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Martin Lueker-Boden
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Journal Articles
- 2023
- [j1]Osama Yousuf
, Imtiaz Hossen
, Matthew W. Daniels
, Martin Lueker-Boden, Andrew Dienstfrey
, Gina C. Adam
:
Device Modeling Bias in ReRAM-Based Neural Network Simulations. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(1): 382-394 (2023)
Conference and Workshop Papers
- 2022
- [c7]Wen Ma, Tung Thanh Hoang, Brian Hoskins, Matthew W. Daniels
, Jabez J. McClelland, Yutong Gao, Gina C. Adam, Martin Lueker-Boden:
Effect of OTS Selector Reliabilities on NVM Crossbar-based Neuromorphic Training. IRPS 2022: 35-1 - 2021
- [c6]Brian Hoskins, Wen Ma, Mitchell Fream, Osama Yousuf
, Matthew W. Daniels
, Jonathan Goodwill, Advait Madhavan, Hoang Tung, Mark Branstad, Muqing Liu, Rasmus Madsen, Jabez Mclelland, Gina C. Adam
, Martin Lueker-Boden:
A System for Validating Resistive Neural Network Prototypes. ICONS 2021: 26:1-26:5 - 2020
- [c5]Won Ho Choi, Pi-Feng Chiu, Wen Ma, Gertjan Hemink, Tung Thanh Hoang, Martin Lueker-Boden, Zvonimir Bandic:
An In-Flash Binary Neural Network Accelerator with SLC NAND Flash Array. ISCAS 2020: 1-5 - [c4]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:
A Mott Insulator-Based Oscillator Circuit for Reservoir Computing. ISCAS 2020: 1-5 - 2019
- [c3]Wen Ma, Pi-Feng Chiu, Won Ho Choi, Minghai Qin, Daniel Bedau
, Martin Lueker-Boden:
Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks. ICRC 2019: 25-33 - [c2]Pi-Feng Chiu, Won Ho Choi, Wen Ma, Minghai Qin, Martin Lueker-Boden:
A Binarized Neural Network Accelerator with Differential Crosspoint Memristor Array for Energy-Efficient MAC Operations. ISCAS 2019: 1-5 - 2018
- [c1]Wen Ma, Minghai Qin, Won Ho Choi, Pi-Feng Chiu, Martin Lueker-Boden:
Improving Noise Tolerance of Hardware Accelerated Artificial Neural Networks. ICMLA 2018: 797-801
Informal and Other Publications
- 2024
- [i4]Osama Yousuf
, Brian Hoskins, Karthick Ramu, Mitchell Fream, William A. Borders, Advait Madhavan, Matthew W. Daniels, Andrew Dienstfrey, Jabez J. McClelland, Martin Lueker-Boden, Gina C. Adam:
Layer Ensemble Averaging for Improving Memristor-Based Artificial Neural Network Performance. CoRR abs/2404.15621 (2024) - 2023
- [i3]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:
Experimental demonstration of a robust training method for strongly defective neuromorphic hardware. CoRR abs/2312.06446 (2023) - 2022
- [i2]Osama Yousuf
, Imtiaz Hossen, Matthew W. Daniels, Martin Lueker-Boden, Andrew Dienstfrey
, Gina C. Adam:
Device Modeling Bias in ReRAM-based Neural Network Simulations. CoRR abs/2211.15925 (2022) - 2020
- [i1]Wen Ma, Pi-Feng Chiu, Won Ho Choi, Minghai Qin, Daniel Bedau, Martin Lueker-Boden:
Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks. CoRR abs/2002.10636 (2020)
Coauthor Index
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