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2020 – today
- 2024
[i3]Zachary R. Robinson, Karsten Beckmann, James Michels, Vincent Daviero, Elizabeth A. Street, Fiona Lorenzen, Matthew C. Sullivan, Nathaniel C. Cady, Alexander Kozen, Marc Currie:
Measurement of the Crystallization and Phase Transition of Niobium Dioxide Thin-Films for Neuromorphic Computing Applications Using a Tube Furnace Optical Transmission System. CoRR abs/2406.13523 (2024)- 2022
- [j7]Jack Hutchins
, Shamiul Alam, Andre Zeumault, Karsten Beckmann, Nathaniel C. Cady, Garrett S. Rose, Ahmedullah Aziz:
A Generalized Workflow for Creating Machine Learning-Powered Compact Models for Multi-State Devices. IEEE Access 10: 115513-115519 (2022) - [j6]Gokul Krishnan, Li Yang, Jingbo Sun, Jubin Hazra, Xiaocong Du, Maximilian Liehr, Zheng Li, Karsten Beckmann, Rajiv V. Joshi, Nathaniel C. Cady, Deliang Fan, Yu Cao:
Exploring Model Stability of Deep Neural Networks for Reliable RRAM-Based In-Memory Acceleration. IEEE Trans. Computers 71(11): 2740-2752 (2022) - 2021
- [j5]Wilkie Olin-Ammentorp, Karsten Beckmann, Catherine D. Schuman, James S. Plank, Nathaniel C. Cady:
Stochasticity and robustness in spiking neural networks. Neurocomputing 419: 23-36 (2021) - [j4]Sarah Rafiq, Jubin Hazra, Maximilian Liehr, Karsten Beckmann, Minhaz Abedin, Jodh S. Pannu, Sumit Kumar Jha, Nathaniel C. Cady:
Investigation of ReRAM Variability on Flow-Based Edge Detection Computing Using HfO2-Based ReRAM Arrays. IEEE Trans. Circuits Syst. I Regul. Pap. 68(7): 2900-2910 (2021) - [c11]Haibo Gong, Rubab Ume, Vadim Tokranov, Michael Yakimov, Devendra Sadana, Kevin Brew, Guy Cohen, Sandra Schujman, Karsten Beckmann, Nathaniel C. Cady, Serge Oktyabrsky:
Bilayer Ga-Sb Phase Change Memory with Intermediate Resistance State. DRC 2021: 1-2 - [c10]Jubin Hazra, Maximilian Liehr, Karsten Beckmann, Minhaz Abedin, Sarah Rafiq, Nathaniel C. Cady:
Optimization of Switching Metrics for CMOS Integrated HfO2 based RRAM Devices on 300 mm Wafer Platform. IMW 2021: 1-4 - [c9]Gokul Krishnan, Jingbo Sun, Jubin Hazra, Xiaocong Du, Maximilian Liehr, Zheng Li, Karsten Beckmann, Rajiv V. Joshi, Nathaniel C. Cady, Yu Cao:
Robust RRAM-based In-Memory Computing in Light of Model Stability. IRPS 2021: 1-5 - [c8]Minhaz Abedin, Maximilian Liehr, Karsten Beckmann, Jubin Hazra, Sarah Rafiq, Nathaniel C. Cady:
In-memory Computation of Error-Correcting Codes Using a Reconfigurable HfOx ReRAM 1T1R Array. MWSCAS 2021: 593-598 - 2020
- [j3]Karsten Beckmann, Wilkie Olin-Ammentorp, Gangotree Chakma, Sherif Amer, Garrett S. Rose, Chris Hobbs, Joseph Van Nostrand, Martin Rodgers, Nathaniel C. Cady:
Towards Synaptic Behavior of Nanoscale ReRAM Devices for Neuromorphic Computing Applications. ACM J. Emerg. Technol. Comput. Syst. 16(2): 23:1-23:18 (2020) - [c7]Gouranga Charan, Jubin Hazra, Karsten Beckmann, Xiaocong Du, Gokul Krishnan, Rajiv V. Joshi, Nathaniel C. Cady, Yu Cao:
Accurate Inference with Inaccurate RRAM Devices: Statistical Data, Model Transfer, and On-line Adaptation. DAC 2020: 1-6
2010 – 2019
- 2019
- [c6]Maximilian Liehr, Jubin Hazra, Karsten Beckmann, Wilkie Olin-Ammentorp, Nathaniel C. Cady, Ryan Weiss, Sagarvarma Sayyaparaju, Garrett S. Rose, Joseph Van Nostrand:
Fabrication and Performance of Hybrid ReRAM-CMOS Circuit Elements for Dynamic Neural Networks. ICONS 2019: 6:1-6:4 - [i2]Wilkie Olin-Ammentorp, Karsten Beckmann, Catherine D. Schuman, James S. Plank, Nathaniel C. Cady:
Stochasticity and Robustness in Spiking Neural Networks. CoRR abs/1906.02796 (2019) - [i1]Wilkie Olin-Ammentorp, Karsten Beckmann, Nathaniel C. Cady:
Cellular Memristive-Output Reservoir (CMOR). CoRR abs/1906.06414 (2019) - 2018
- [j2]Mesbah Uddin, Md. Badruddoja Majumder, Karsten Beckmann, Harika Manem, Zahiruddin Alamgir, Nathaniel C. Cady, Garrett S. Rose:
Design Considerations for Memristive Crossbar Physical Unclonable Functions. ACM J. Emerg. Technol. Comput. Syst. 14(1): 2:1-2:23 (2018) - 2017
- [j1]Karsten Beckmann, Harika Manem, Nathaniel C. Cady:
Performance Enhancement of a Time-Delay PUF Design by Utilizing Integrated Nanoscale ReRAM Devices. IEEE Trans. Emerg. Top. Comput. 5(3): 304-316 (2017) - [c5]Sherif Amer, Sagarvarma Sayyaparaju, Garrett S. Rose, Karsten Beckmann, Nathaniel C. Cady:
A practical hafnium-oxide memristor model suitable for circuit design and simulation. ISCAS 2017: 1-4 - [c4]Sherif Amer, Garrett S. Rose, Karsten Beckmann, Nathaniel C. Cady:
Design techniques for in-field memristor forming circuits. MWSCAS 2017: 1224-1227 - 2016
- [c3]Zahiruddin Alamgir, Karsten Beckmann, Nathaniel C. Cady, Alvaro Velasquez, Sumit Kumar Jha:
Flow-based computing on nanoscale crossbars: Design and implementation of full adders. ISCAS 2016: 1870-1873 - [c2]Mesbah Uddin, Md. Badruddoja Majumder, Garrett S. Rose, Karsten Beckmann, Harika Manem, Zahiruddin Alamgir, Nathaniel C. Cady:
Techniques for Improved Reliability in Memristive Crossbar PUF Circuits. ISVLSI 2016: 212-217 - 2015
- [c1]Harika Manem, Karsten Beckmann, Min Xu, Robert Carroll, Robert E. Geer, Nathaniel C. Cady:
An extendable multi-purpose 3D neuromorphic fabric using nanoscale memristors. CISDA 2015: 1-8
Coauthor Index
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