Nathaniel C. Cady

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 36

Top Topics

Biologically Inspired

Design Space Exploration

Phase Transition

Top Venues

ACM J. Emerg. Technol. Comput. Syst.

Publications

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 (2024)
Fan Zhang, Amitesh Sridharan, Wangxin He, Injune Yeo, Maximilian Liehr, Wei Zhang, Nathaniel C. Cady, Yu Cao, Jae-Sun Seo, Deliang Fan
A 65-nm RRAM Compute-in-Memory Macro for Genome Processing. IEEE J. Solid State Circuits 59 (7) (2024)
Hritom Das, Manu Rathore, Rocco Febbo, Maximilian Liehr, Nathaniel C. Cady, Garrett S. Rose
RFAM: RESET-Failure-Aware-Model for HfO2-based Memristor to Enhance the Reliability of Neuromorphic Design. ACM Great Lakes Symposium on VLSI (2023)
Fan Zhang, Wangxin He, Injune Yeo, Maximilian Liehr, Nathaniel C. Cady, Yu Cao, Jae-Sun Seo, Deliang Fan
A 65nm RRAM Compute-in-Memory Macro for Genome Sequencing Alignment. ESSCIRC (2023)
Hritom Das, Rocco D. Febbo, Sree Nirmillo Biswash Tushar, Nishith N. Chakraborty, Maximilian Liehr, Nathaniel C. Cady, Garrett S. Rose
An Efficient and Accurate Memristive Memory for Array-Based Spiking Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Hritom Das, Rocco D. Febbo, SNB Tushar, Nishith N. Chakraborty, Maximilian Liehr, Nathaniel C. Cady, Garrett S. Rose
An Efficient and Accurate Memristive Memory for Array-based Spiking Neural Networks. CoRR (2023)
Mehrdad Morsali, Sepehr Tabrizchi, Maximilian Liehr, Nathaniel C. Cady, Mohsen Imani, Arman Roohi, Shaahin Angizi
Deep Mapper: A Multi-Channel Single-Cycle Near-Sensor DNN Accelerator. ICRC (2023)
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) (2022)
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 (2022)
Manu Rathore, Ryan Weiss, Mst Shamim Ara Shawkat, Garrett S. Rose, Maximilian Liehr, Minhaz Abedin, Sarah Rafiq, Nathaniel C. Cady
A Compact Model for the Variable Switching Dynamics of HfO2 Memristors. MWSCAS (2022)
Minhaz Abedin, Arman Roohi, Nathaniel C. Cady, Shaahin Angizi
Work-in-Progress: A Processing-in-Pixel Accelerator based on Multi-level HfOx ReRAM. CASES (2022)
Gokul Krishnan, Zhenyu Wang, Injune Yeo, Li Yang, Jian Meng, Maximilian Liehr, Rajiv V. Joshi, Nathaniel C. Cady, Deliang Fan, Jae-Sun Seo, Yu Cao
Hybrid RRAM/SRAM in-Memory Computing for Robust DNN Acceleration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Shamiul Alam, Md. Mazharul Islam, Akhilesh Jaiswal, Nathaniel C. Cady, Garrett S. Rose, Ahmedullah Aziz
Variation-aware Design Space Exploration of Mott Memristor-based Neuristors. ISVLSI (2022)
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)
Wilkie Olin-Ammentorp, Karsten Beckmann, Catherine D. Schuman, James S. Plank, Nathaniel C. Cady
Stochasticity and robustness in spiking neural networks. Neurocomputing 419 (2021)
Sarah Rafiq, Jubin Hazra, Maximilian Liehr, Karsten Beckmann, Minhaz Abedin, Jodh S. Pannu, Sumit Kumar Jha, Nathaniel C. Cady
-Based ReRAM Arrays. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (7) (2021)
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)
Antony Joseph, Juan Wu, Kaiyan Yu, Lan Jiang, Nathaniel C. Cady, Bing Si
Function-on-Function Regression for Trajectory Prediction of Small-Scale Particles towards Next-generation Neuromorphic Computing. CASE (2021)
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)
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)
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)
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) (2020)
Jodh S. Pannu, Sunny Raj, Steven Lawrence Fernandes, Dwaipayan Chakraborty, Sarah Rafiq, Nathaniel C. Cady, Sumit Kumar Jha
. IEEE Trans. Circuits Syst. II Express Briefs (5) (2020)
Wilkie Olin-Ammentorp, Karsten Beckmann, Catherine D. Schuman, James S. Plank, Nathaniel C. Cady
Stochasticity and Robustness in Spiking Neural Networks. CoRR (2019)
Wilkie Olin-Ammentorp, Nathaniel C. Cady
Training Spiking Networks via Natural Evolution Strategies. ICONS (2019)
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)
Wilkie Olin-Ammentorp, Karsten Beckmann, Nathaniel C. Cady
Cellular Memristive-Output Reservoir (CMOR). CoRR (2019)
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) (2018)
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)
James S. Plank, Garrett S. Rose, Mark E. Dean, Catherine D. Schuman, Nathaniel C. Cady
A Unified Hardware/Software Co-Design Framework for Neuromorphic Computing Devices and Applications. ICRC (2017)
Sherif Amer, Garrett S. Rose, Karsten Beckmann, Nathaniel C. Cady
Design techniques for in-field memristor forming circuits. MWSCAS (2017)
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) (2017)
John F. Drazan, Michael T. Wassick, Reena Dahle, Luke A. Beardslee, Nathaniel C. Cady, Eric H. Ledet
A simple sensing mechanism for wireless, passive pressure sensors. EMBC (2016)
John F. Drazan, Omar T. Abdoun, Michael T. Wassick, George A. Marcus, Reena Dahle, Luke A. Beardslee, Nathaniel C. Cady, Eric H. Ledet
Reducing the effect of parasitic capacitance on implantable passive resonant sensors. EMBC (2016)
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)
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)
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)
Nathaniel C. Cady, Magnus Bergkvist, Nicholas M. Fahrenkopf, Phillip Z. Rice, Joseph Van Nostrand
Biologically self-assembled memristive circuit elements. ISCAS (2010)
Clarissa Lui, Nathaniel C. Cady, Carl A. Batt
Nucleic Acid-based Detection of Bacterial Pathogens Using Integrated Microfluidic Platform Systems. Sensors 9 (5) (2009)