Papers
Selected Papers
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2026
Paper
DOI
@inproceedings{wong2026darthpum,
author = {Ryan Wong and Ben Feinberg and Saugata Ghose},
title = {{DARTH-PUM: A Hybrid Processing-Using-Memory Architecture}},
booktitle = {International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)},
year = {2026},
month = {mar},
address = {Pittsburgh, PA, USA},
doi = {10.1145/3779212.3790151}
}
IEEE Micro, 2026
Paper
DOI
@article{feinberg2026letanalog,
author = {Ben Feinberg and T. Patrick Xiao and Christopher H. Bennett and Sapan Agarwal},
title = {{Let Analog Be Analog: Principles for Designing Analog Accelerators}},
journal = {IEEE Micro},
year = {2026},
pages = {1--10},
doi = {10.1109/MM.2026.3666132}
}
International Symposium on Computer Architecture (ISCA), 2025
Paper
DOI
@inproceedings{wong2025anvil,
author = {Ryan Wong and Nikita Kim and Aniket Das and Kevin Higgs and Engin Ipek and Sapan Agarwal and Saugata Ghose and Ben Feinberg},
title = {{ANVIL: An In-Storage Accelerator for Name--Value Data Stores}},
booktitle = {International Symposium on Computer Architecture (ISCA)},
year = {2025},
month = {jun},
address = {Tokyo, Japan},
doi = {10.1145/3695053.3731000}
}
arXiv preprint, 2024
Paper
DOI
@misc{xiao2024analogfft,
author = {T. Patrick Xiao and Ben Feinberg and David K. Richardson and Matthew Cannon and Calvin Madsen and Harsha Medu and Vineet Agrawal and Matthew J. Marinella and Sapan Agarwal and Christopher H. Bennett},
title = {{Analog Fast Fourier Transforms for Scalable and Efficient Signal Processing}},
howpublished = {arXiv preprint arXiv:2409.19071},
year = {2024},
doi = {10.48550/arXiv.2409.19071}
}
IEEE Circuits and Systems Magazine, 2022
Paper
DOI
@article{xiao2022accuracy,
author = {T. Patrick Xiao and Ben Feinberg and Christopher H. Bennett and Venkatraman Prabhakar and Prashant Saxena and Vineet Agrawal and Sapan Agarwal and Matthew J. Marinella},
title = {{On the Accuracy of Analog Neural Network Inference Accelerators}},
journal = {IEEE Circuits and Systems Magazine},
year = {2022},
volume = {22},
number = {4},
pages = {26--48},
doi = {10.1109/MCAS.2022.3214409}
}
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I), 2022
Paper
DOI
@article{xiao2022sonos,
author = {T. Patrick Xiao and Ben Feinberg and Christopher H. Bennett and Vineet Agrawal and Prashant Saxena and Venkatraman Prabhakar and Krishnaswamy Ramkumar and Harsha Medu and Vijay Raghavan and Ramesh Chettuvetty and Sapan Agarwal and Matthew J. Marinella},
title = {{An Accurate, Error-Tolerant, and Energy-Efficient Neural Network Inference Engine Based on SONOS Analog Memory}},
journal = {IEEE Transactions on Circuits and Systems I: Regular Papers},
year = {2022},
volume = {69},
number = {4},
pages = {1480--1493},
doi = {10.1109/TCSI.2021.3134313}
}
International Symposium on High-Performance Computer Architecture (HPCA), 2021
Paper
DOI
@inproceedings{feinberg2021preconditioner,
author = {Ben Feinberg and Ryan Wong and T. Patrick Xiao and Christopher H. Bennett and Jacob N. Rohan and Erik G. Boman and Matthew J. Marinella and Sapan Agarwal and Engin Ipek},
title = {{An Analog Preconditioner for Solving Linear Systems}},
booktitle = {International Symposium on High-Performance Computer Architecture (HPCA)},
year = {2021},
month = {feb},
address = {Virtual},
doi = {10.1109/HPCA51647.2021.00069}
}
International Symposium on Computer Architecture (ISCA), 2020
Paper
DOI
@inproceedings{feinberg2020commutative,
author = {Ben Feinberg and Benjamin C. Heyman and Darya Mikhailenko and Ryan Wong and An C. Ho and Engin Ipek},
title = {{Commutative Data Reordering: A New Technique to Reduce Data Movement Energy on Sparse Inference Workloads}},
booktitle = {International Symposium on Computer Architecture (ISCA)},
year = {2020},
month = {jun},
address = {Virtual},
doi = {10.1109/ISCA45697.2020.00091}
}
International Symposium on Computer Architecture (ISCA), 2018
Paper
DOI
@inproceedings{feinberg2018enabling,
author = {Ben Feinberg and Uday Kumar Reddy Vengalam and Nathan Whitehair and Shibo Wang and Engin Ipek},
title = {{Enabling Scientific Computing on Memristive Accelerators}},
booktitle = {International Symposium on Computer Architecture (ISCA)},
year = {2018},
month = {jun},
address = {Los Angeles, CA, USA},
doi = {10.1109/ISCA.2018.00039}
}
International Symposium on High-Performance Computer Architecture (HPCA), 2018
★ Honorable Mention for IEEE Micro Top Picks.
Paper
DOI
@inproceedings{feinberg2018making,
author = {Ben Feinberg and Shibo Wang and Engin Ipek},
title = {{Making Memristive Neural Network Accelerators Reliable}},
booktitle = {International Symposium on High-Performance Computer Architecture (HPCA)},
year = {2018},
month = {feb},
address = {Vienna, Austria},
doi = {10.1109/HPCA.2018.00015}
}
All Papers (36)
Predictive First-Principles Simulations for Co-Designing Next-Generation Energy-Efficient AI Systems
arXiv preprint, 2026
Paper
DOI
@misc{mamaluy2026predictive,
author = {Denis Mamaluy and Md Rahatul Islam Udoy and Juan P. Mendez and Ben Feinberg and Wei Pan and Ahmedullah Aziz},
title = {{Predictive First-Principles Simulations for Co-Designing Next-Generation Energy-Efficient AI Systems}},
howpublished = {arXiv preprint arXiv:2603.08995},
year = {2026},
doi = {10.48550/arXiv.2603.08995}
}
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2026
Paper
DOI
@inproceedings{wong2026darthpum,
author = {Ryan Wong and Ben Feinberg and Saugata Ghose},
title = {{DARTH-PUM: A Hybrid Processing-Using-Memory Architecture}},
booktitle = {International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)},
year = {2026},
month = {mar},
address = {Pittsburgh, PA, USA},
doi = {10.1145/3779212.3790151}
}
arXiv preprint, 2026
Paper
DOI
@misc{jacobson2026incorruptible,
author = {Philip Jacobson and Ben Feinberg and Suhas Kumar and Sapan Agarwal and T. Patrick Xiao and Christopher H. Bennett},
title = {{Incorruptible Neural Networks: Training Models that can Generalize to Large Internal Perturbations}},
howpublished = {arXiv preprint arXiv:2602.07320},
year = {2026},
doi = {10.48550/arXiv.2602.07320}
}
Asia and South Pacific Design Automation Conference (ASP-DAC), 2026
DOI
@inproceedings{bommana2026noiseagnostic,
author = {Ashish Reddy Bommana and Ben Feinberg and T. Patrick Xiao and Christopher H. Bennett and Matthew J. Marinella and Krishnendu Chakrabarty},
title = {{Noise-Agnostic One-Shot Training and Retraining for Robust DNN Inferencing on Analog Compute-in-Memory Systems}},
booktitle = {Asia and South Pacific Design Automation Conference (ASP-DAC)},
year = {2026},
month = {jan},
address = {Tokyo, Japan},
doi = {10.1109/ASP-DAC66049.2026.11420230}
}
IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2026
DOI
@article{ahmed2026moflora,
author = {Soyed Tuhin Ahmed and Eduardo Ortega and T. Patrick Xiao and Ben Feinberg and Christopher H. Bennett and Matthew J. Marinella and Krishnendu Chakrabarty},
title = {{MoF-LoRA: Mixture of Low-Rank Fault-Tolerant Experts for RRAM-based In-Memory Computing}},
journal = {IEEE Journal on Emerging and Selected Topics in Circuits and Systems},
year = {2026},
pages = {1--1},
doi = {10.1109/JETCAS.2026.3655242}
}
IEEE Micro, 2026
Paper
DOI
@article{feinberg2026letanalog,
author = {Ben Feinberg and T. Patrick Xiao and Christopher H. Bennett and Sapan Agarwal},
title = {{Let Analog Be Analog: Principles for Designing Analog Accelerators}},
journal = {IEEE Micro},
year = {2026},
pages = {1--10},
doi = {10.1109/MM.2026.3666132}
}
SC Workshops (SC-W), 2025
Paper
DOI
@inproceedings{durbin2025simulating,
author = {Cameron Durbin and Jacob Flores and Thomas Weatherly and Ben Feinberg},
title = {{Simulating Hybrid Analog + RISC-V Systems for HPC Applications}},
booktitle = {SC '25 Workshops},
year = {2025},
month = {nov},
address = {St. Louis, MO, USA},
doi = {10.1145/3731599.3767532}
}
IEEE International Test Conference (ITC), 2025
DOI
@inproceedings{ahmed2025faulttolerance,
author = {Soyed Tuhin Ahmed and Eduardo Ortega and Ryan Dempsey and T. Patrick Xiao and Ben Feinberg and Christopher H. Bennett and Matthew J. Marinella and Krishnendu Chakrabarty},
title = {{Fault Tolerance in RRAM-based AI Accelerator with Guided Randomized Activation}},
booktitle = {IEEE International Test Conference (ITC)},
year = {2025},
month = {sep},
address = {Anaheim, CA, USA},
doi = {10.1109/ITC58126.2025.00039}
}
International Symposium on Computer Architecture (ISCA), 2025
Paper
DOI
@inproceedings{wong2025anvil,
author = {Ryan Wong and Nikita Kim and Aniket Das and Kevin Higgs and Engin Ipek and Sapan Agarwal and Saugata Ghose and Ben Feinberg},
title = {{ANVIL: An In-Storage Accelerator for Name--Value Data Stores}},
booktitle = {International Symposium on Computer Architecture (ISCA)},
year = {2025},
month = {jun},
address = {Tokyo, Japan},
doi = {10.1145/3695053.3731000}
}
IEEE Transactions on Nuclear Science (TNS), 2025
DOI
@article{xiao2025radiation,
author = {T. Patrick Xiao and Maximilian Siath and Matthew Spear and Donald Wilson and Christopher H. Bennett and Ben Feinberg and David R. Hughart and Jereme Neuendank and William E. Brown and Hugh Barnaby and Vineet Agrawal and Helmut Puchner and Sapan Agarwal and Matthew J. Marinella},
title = {{In Situ Analog In-Memory Computing Under Ionizing Radiation Exposure}},
journal = {IEEE Transactions on Nuclear Science},
year = {2025},
volume = {72},
number = {4},
pages = {1243--1251},
doi = {10.1109/TNS.2025.3537985}
}
arXiv preprint, 2024
Paper
DOI
@misc{xiao2024analogfft,
author = {T. Patrick Xiao and Ben Feinberg and David K. Richardson and Matthew Cannon and Calvin Madsen and Harsha Medu and Vineet Agrawal and Matthew J. Marinella and Sapan Agarwal and Christopher H. Bennett},
title = {{Analog Fast Fourier Transforms for Scalable and Efficient Signal Processing}},
howpublished = {arXiv preprint arXiv:2409.19071},
year = {2024},
doi = {10.48550/arXiv.2409.19071}
}
IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2024
DOI
@inproceedings{adak2024sefsim,
author = {Debpratim Adak and Hyokeun Lee and Ben Feinberg and Gwendolyn Voskuilen and Clayton Hughes and Huiyang Zhou and Amro Awad},
title = {{SEFsim: A Statistically-Guided Fast DRAM Simulator}},
booktitle = {IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)},
year = {2024},
month = {may},
address = {Indianapolis, IN, USA},
doi = {10.1109/ISPASS61541.2024.00039}
}
IEEE Transactions on Nuclear Science (TNS), 2024
DOI
@article{xiao2024tid,
author = {T. Patrick Xiao and Donald Wilson and Christopher H. Bennett and David R. Hughart and Ben Feinberg and Vineet Agrawal and Helmut Puchner and Matthew J. Marinella and Sapan Agarwal},
title = {{Total Ionizing Dose Response of 128 Analog States in Computational Charge-Trap Memory}},
journal = {IEEE Transactions on Nuclear Science},
year = {2024},
volume = {71},
number = {4},
pages = {446--453},
doi = {10.1109/TNS.2023.3333812}
}
Non-Volatile Memories Workshop (NVMW), 2024
DOI
@inproceedings{wong2024tcamssd,
author = {Ryan Wong and Nikita Kim and Kevin Higgs and Sapan Agarwal and Engin Ipek and Saugata Ghose and Ben Feinberg},
title = {{TCAM-SSD: A Framework for Search-Based Computing in Solid-State Drives}},
booktitle = {Non-Volatile Memories Workshop (NVMW)},
year = {2024},
month = {mar},
address = {San Diego, CA, USA},
doi = {10.48550/arXiv.2403.06938}
}
IEEE International Symposium on Workload Characterization (IISWC), 2023
DOI
@inproceedings{nema2023eras,
author = {Shubham Nema and Shiva Kaushik Chunduru and Charan Kodigal and Gwendolyn Voskuilen and Arun F. Rodrigues and Scott Hemmert and Ben Feinberg and Hyokeun Lee and Amro Awad and Clayton Hughes},
title = {{ERAS: A Flexible and Scalable Framework for Seamless Integration of RTL Models with Structural Simulation Toolkit}},
booktitle = {IEEE International Symposium on Workload Characterization (IISWC)},
year = {2023},
month = {oct},
address = {Santa Cruz, CA, USA},
doi = {10.1109/IISWC59245.2023.00038}
}
IEEE International Conference on Intelligent Transportation Systems (ITSC), 2023
DOI
@inproceedings{brown2023avsensing,
author = {Nicholas E. Brown and Farhang Motallebiaraghi and Johan Fanas Rojas and Sherif Ayantayo and Richard T. Meyer and Zachary D. Asher and Ali Riza Ekti and Chieh Ross Wang and Nicholas A. Goberville and Ben Feinberg},
title = {{Evaluation of Autonomous Vehicle Sensing and Compute Load on a Chassis Dynamometer}},
booktitle = {IEEE International Conference on Intelligent Transportation Systems (ITSC)},
year = {2023},
month = {sep},
address = {Bilbao, Spain},
doi = {10.1109/ITSC57777.2023.10422013}
}
ISC High Performance Workshops (ISC-W), 2023
DOI
@inproceedings{bergervergiat2023riscv,
author = {Luc Berger-Vergiat and Suma Cardwell and Ben Feinberg and Simon Hammond and Clayton Hughes and Michael Levenhagen and Kevin Pedretti},
title = {{Evaluation of HPC Workloads Running on Open-Source RISC-V Hardware}},
booktitle = {ISC High Performance 2023 Workshops},
year = {2023},
month = {may},
address = {Hamburg, Germany},
doi = {10.1007/978-3-031-40843-4_40}
}
IEEE International Electron Devices Meeting (IEDM), 2022
DOI
@inproceedings{agrawal2022subthreshold,
author = {Vineet Agrawal and T. Patrick Xiao and Christopher H. Bennett and Ben Feinberg and Saurabh Shetty and Krishnaswamy Ramkumar and Harsha Medu and K. Thekkekara and Ramesh Chettuvetty and Samuel Leshner and Zharina Luzada and Long Hinh and Tuan Phan and Matthew J. Marinella and Sapan Agarwal},
title = {{Subthreshold Operation of SONOS Analog Memory to Enable Accurate Low-Power Neural Network Inference}},
booktitle = {IEEE International Electron Devices Meeting (IEDM)},
year = {2022},
month = {dec},
address = {San Francisco, CA, USA},
doi = {10.1109/IEDM45625.2022.10019564}
}
IEEE Circuits and Systems Magazine, 2022
Paper
DOI
@article{xiao2022accuracy,
author = {T. Patrick Xiao and Ben Feinberg and Christopher H. Bennett and Venkatraman Prabhakar and Prashant Saxena and Vineet Agrawal and Sapan Agarwal and Matthew J. Marinella},
title = {{On the Accuracy of Analog Neural Network Inference Accelerators}},
journal = {IEEE Circuits and Systems Magazine},
year = {2022},
volume = {22},
number = {4},
pages = {26--48},
doi = {10.1109/MCAS.2022.3214409}
}
IEEE International Conference on Rebooting Computing (ICRC), 2022
DOI
@inproceedings{plagge2022athena,
author = {Mark Plagge and Ben Feinberg and John McFarland and Fred Rothganger and Sapan Agarwal and Amro Awad and Clayton Hughes and Suma Cardwell},
title = {{ATHENA: Enabling Codesign for Next-Generation AI/ML Architectures}},
booktitle = {IEEE International Conference on Rebooting Computing (ICRC)},
year = {2022},
month = {dec},
address = {Virtual},
doi = {10.1109/ICRC57508.2022.00016}
}
IEEE International Conference on Rebooting Computing (ICRC), 2022
DOI
@inproceedings{kim20221s1r,
author = {Joshua E. Kim and T. Patrick Xiao and Christopher H. Bennett and Donald Wilson and Matthew Spear and Maximilian Siath and Ben Feinberg and Sapan Agarwal and Matthew J. Marinella},
title = {{Analog Neural Network Inference Accuracy in One-Selector One-Resistor Memory Arrays}},
booktitle = {IEEE International Conference on Rebooting Computing (ICRC)},
year = {2022},
month = {dec},
address = {Virtual},
doi = {10.1109/ICRC57508.2022.00012}
}
IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2022
DOI
@inproceedings{nema2022eris,
author = {Shubham Nema and Justin Kirschner and Debpratim Adak and Sapan Agarwal and Ben Feinberg and Arun F. Rodrigues and Matthew J. Marinella and Amro Awad},
title = {{Eris: Fault Injection and Tracking Framework for Reliability Analysis of Open-Source Hardware}},
booktitle = {IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)},
year = {2022},
month = {may},
address = {Singapore},
doi = {10.1109/ISPASS55109.2022.00027}
}
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I), 2022
Paper
DOI
@article{xiao2022sonos,
author = {T. Patrick Xiao and Ben Feinberg and Christopher H. Bennett and Vineet Agrawal and Prashant Saxena and Venkatraman Prabhakar and Krishnaswamy Ramkumar and Harsha Medu and Vijay Raghavan and Ramesh Chettuvetty and Sapan Agarwal and Matthew J. Marinella},
title = {{An Accurate, Error-Tolerant, and Energy-Efficient Neural Network Inference Engine Based on SONOS Analog Memory}},
journal = {IEEE Transactions on Circuits and Systems I: Regular Papers},
year = {2022},
volume = {69},
number = {4},
pages = {1480--1493},
doi = {10.1109/TCSI.2021.3134313}
}
IEEE Electron Devices Technology and Manufacturing Conference (EDTM), 2022
DOI
@inproceedings{marinella2022achieving,
author = {Matthew J. Marinella and T. Patrick Xiao and Ben Feinberg and Christopher H. Bennett and Vineet Agrawal and Helmut Puchner and Sapan Agarwal},
title = {{Achieving Accurate In-Memory Neural Network Inference with Highly Overlapping Nonvolatile Memory State Distributions}},
booktitle = {IEEE Electron Devices Technology and Manufacturing Conference (EDTM)},
year = {2022},
month = {mar},
address = {Penang, Malaysia},
doi = {10.1109/EDTM53872.2022.9797919}
}
Semiconductor Science and Technology, 2021
DOI
@article{xiao2021parasitic,
author = {T. Patrick Xiao and Ben Feinberg and Jacob N. Rohan and Christopher H. Bennett and Sapan Agarwal and Matthew J. Marinella},
title = {{Analysis and Mitigation of Parasitic Resistance Effects for Analog In-Memory Neural Network Acceleration}},
journal = {Semiconductor Science and Technology},
year = {2021},
volume = {36},
number = {11},
pages = {114004},
doi = {10.1088/1361-6641/ac271a}
}
IEEE Transactions on Nuclear Science (TNS), 2021
DOI
@article{cannon2021multiscale,
author = {Matthew Cannon and Arun F. Rodrigues and Dolores Black and Jeff Black and Luis Bustamante and Matthew Breeding and Ben Feinberg and Michael Skoufis and Heather Quinn and Lawrence T. Clark and John S. Brunhaver and Hugh Barnaby and Michael McLain and Sapan Agarwal and Matthew J. Marinella},
title = {{Multiscale System Modeling of Single-Event-Induced Faults in Advanced Node Processors}},
journal = {IEEE Transactions on Nuclear Science},
year = {2021},
volume = {68},
number = {5},
pages = {980--990},
doi = {10.1109/TNS.2021.3071653}
}
International Symposium on High-Performance Computer Architecture (HPCA), 2021
Paper
DOI
@inproceedings{feinberg2021preconditioner,
author = {Ben Feinberg and Ryan Wong and T. Patrick Xiao and Christopher H. Bennett and Jacob N. Rohan and Erik G. Boman and Matthew J. Marinella and Sapan Agarwal and Engin Ipek},
title = {{An Analog Preconditioner for Solving Linear Systems}},
booktitle = {International Symposium on High-Performance Computer Architecture (HPCA)},
year = {2021},
month = {feb},
address = {Virtual},
doi = {10.1109/HPCA51647.2021.00069}
}
Applied Physics Reviews, 2020
DOI
@article{xiao2020analog,
author = {T. Patrick Xiao and Christopher H. Bennett and Ben Feinberg and Sapan Agarwal and Matthew J. Marinella},
title = {{Analog Architectures for Neural Network Acceleration Based on Non-Volatile Memory}},
journal = {Applied Physics Reviews},
year = {2020},
volume = {7},
number = {3},
pages = {031301},
doi = {10.1063/1.5143815}
}
SPIE Spintronics XIII, 2020
DOI
@inproceedings{xiao2020stateful,
author = {T. Patrick Xiao and Christopher H. Bennett and Xuan Hu and Ben Feinberg and Robin Jacobs-Gedrim and Sapan Agarwal and John S. Brunhaver and Joseph S. Friedman and Jean Anne C. Incorvia and Matthew J. Marinella},
title = {{Energy-Efficient Stateful Logic with Magnetic Domain Walls}},
booktitle = {Spintronics XIII},
year = {2020},
month = {aug},
address = {Virtual},
doi = {10.1117/12.2568658}
}
IEEE Computer Architecture Letters (CAL), 2020
DOI
@article{mikhailenko2020adapting,
author = {Darya Mikhailenko and Yujin Nakamoto and Ben Feinberg and Engin Ipek},
title = {{Adapting In Situ Accelerators for Sparsity with Granular Matrix Reordering}},
journal = {IEEE Computer Architecture Letters},
year = {2020},
volume = {19},
number = {2},
pages = {143--146},
doi = {10.1109/LCA.2020.3031907}
}
International Symposium on Computer Architecture (ISCA), 2020
Paper
DOI
@inproceedings{feinberg2020commutative,
author = {Ben Feinberg and Benjamin C. Heyman and Darya Mikhailenko and Ryan Wong and An C. Ho and Engin Ipek},
title = {{Commutative Data Reordering: A New Technique to Reduce Data Movement Energy on Sparse Inference Workloads}},
booktitle = {International Symposium on Computer Architecture (ISCA)},
year = {2020},
month = {jun},
address = {Virtual},
doi = {10.1109/ISCA45697.2020.00091}
}
Neuro-Inspired Computational Elements Workshop (NICE), 2020
DOI
@inproceedings{bennett2020evaluating,
author = {Christopher H. Bennett and Ryan Dellana and T. Patrick Xiao and Ben Feinberg and Sapan Agarwal and Suma Cardwell and Matthew J. Marinella and William M. Severa and Brad Aimone},
title = {{Evaluating Complexity and Resilience Trade-offs in Emerging Memory Inference Machines}},
booktitle = {Neuro-Inspired Computational Elements Workshop (NICE)},
year = {2020},
month = {mar},
address = {Heidelberg, Germany},
doi = {10.1145/3381755.3381782}
}
IEEE International Reliability Physics Symposium (IRPS), 2020
DOI
@inproceedings{bennett2020deviceaware,
author = {Christopher H. Bennett and T. Patrick Xiao and Ryan Dellana and Vineet Agrawal and Ben Feinberg and Venkatraman Prabhakar and Krishnaswamy Ramkumar and Long Hinh and Swatilekha Saha and Vijay Raghavan and Ramesh Chettuvetty and Sapan Agarwal and Matthew J. Marinella},
title = {{Device-Aware Inference Operations in SONOS Nonvolatile Memory Arrays}},
booktitle = {IEEE International Reliability Physics Symposium (IRPS)},
year = {2020},
month = {mar},
address = {Virtual},
doi = {10.1109/IRPS45951.2020.9129313}
}
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits (JXCDC), 2019
DOI
@article{xiao2019dwmtj,
author = {T. Patrick Xiao and Matthew J. Marinella and Christopher H. Bennett and Xuan Hu and Ben Feinberg and Robin Jacobs-Gedrim and Sapan Agarwal and John S. Brunhaver and Joseph S. Friedman and Jean Anne C. Incorvia},
title = {{Energy and Performance Benchmarking of a Domain Wall-Magnetic Tunnel Junction Multibit Adder}},
journal = {IEEE Journal on Exploratory Solid-State Computational Devices and Circuits},
year = {2019},
volume = {5},
number = {2},
pages = {188--196},
doi = {10.1109/JXCDC.2019.2955016}
}
International Symposium on Computer Architecture (ISCA), 2018
Paper
DOI
@inproceedings{feinberg2018enabling,
author = {Ben Feinberg and Uday Kumar Reddy Vengalam and Nathan Whitehair and Shibo Wang and Engin Ipek},
title = {{Enabling Scientific Computing on Memristive Accelerators}},
booktitle = {International Symposium on Computer Architecture (ISCA)},
year = {2018},
month = {jun},
address = {Los Angeles, CA, USA},
doi = {10.1109/ISCA.2018.00039}
}
International Symposium on High-Performance Computer Architecture (HPCA), 2018
★ Honorable Mention for IEEE Micro Top Picks.
Paper
DOI
@inproceedings{feinberg2018making,
author = {Ben Feinberg and Shibo Wang and Engin Ipek},
title = {{Making Memristive Neural Network Accelerators Reliable}},
booktitle = {International Symposium on High-Performance Computer Architecture (HPCA)},
year = {2018},
month = {feb},
address = {Vienna, Austria},
doi = {10.1109/HPCA.2018.00015}
}