Publications

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MIDN Grace Hastings MAC Program Outbrief

United States Naval Academy

Gwendolyn Renae Voskuilen, Benjamin Feinberg

Presentation (non-conference) – 2022 Presentation (non-conference) 2022

Subthreshold operation of SONOS analog memory to enable accurate low-power neural network inference

2022 International Electron Devices Meeting (IEDM)

Vineet Agrawal, Tianyao Xiao, Christopher Bennett, Benjamin Feinberg, Shivananda Shetty, Harsha Medu, Kiran Thekkekera, Ramesh Chettuvetty, Sam Leshner, Zharina Luzada, Long Hinh, Tuan Phan, Matthew Marinella, Sapan Agarwal

Abstract – 2022 Abstract 2022

The Past, Present, and Future of High Performance Computing

MARTIANS Seminar Series

Benjamin Feinberg, Clayton Hughes

Presentation (non-conference) – 2022 Presentation (non-conference) 2022

CrossSim Inference Manual v2.0

Tianyao Xiao, Christopher Bennett, Benjamin Feinberg, Matthew Marinella, Sapan Agarwal

https://www.osti.gov/search/identifier:1869509

Report – 2022 Report 2022

Eris: Fault Injection and Tracking Framework for Reliability Analysis of Open-Source Hardware

2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS'22)

Shubham Nema, Justin Kirschner, Debpratim Adak, Sapan Agarwal, Benjamin Feinberg, Arun F. Rodrigues, Matthew Marinella, Amro Awad

Conference Presentation – 2022 Conference Presentation 2022

Eris: Fault Injection and Tracking Framework for Reliability Analysis of Open-Source Hardware

2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS'22)

Shubham Nema, Justin Kirschner, Debpratim Adak, Sapan Agarwal, Benjamin Feinberg, Arun F. Rodrigues, Matthew Marinella, Amro Awad

Conference Paper – 2022 Conference Paper 2022

Advanced Architectures

UNM Seminar Series Spring 2022

Benjamin Feinberg

Presentation (non-conference) – 2022 Presentation (non-conference) 2022

Creating Next-Generation High Performance Computing (Flyer with 2/4 abstracts)

Ann C. Gentile, Simon David Hammond, Clayton Hughes, Benjamin Feinberg

Marketing or Promotional – 2022 Marketing or Promotional 2022

Advanced Capabilities and Radiation Modeling in Silicon-on-Insulator Technology

Sandia Day at the University of Texas (an academic alliance event)

Jacob Nathanael Rohan, Alexander Nguyen, Benjamin Feinberg, Sapan Agarwal, Travis Forbes, Jaydeep P. Kulkarni

Presentation (non-conference) – 2022 Presentation (non-conference) 2022

Achieving Accurate In-Memory Neural Network Inference with Highly Overlapping Nonvolatile Memory State Distributions

IEEE Electron Devices Technology and Manufacturing Conference 2022

Matthew Marinella, Tianyao Xiao, Benjamin Feinberg, Christopher Bennett, Vineet Agrawal, Helmut Puchner, Sapan Agarwal

Conference Presentation – 2022 Conference Presentation 2022

Energy Efficient Deep Neural Network Processing: Digital CMOS Limits and Prospects for Analog In-Memory Computing

Energy Consequences of Information conference

Matthew Marinella, Tianyao Xiao, Christopher Bennett, Benjamin Feinberg, William Wahby, Robin B Jacobs-Gedrim, Vineet Agrawal, Helmut Puchner, Hugh Barnaby, Sapan Agarwal

Conference Presentation – 2022 Conference Presentation 2022

An accurate, error-tolerant and energy-efficient neural network inference engine based on SONOS analog memory

IEEE Transactions on Circuits and Systems IRegular Papers

Tianyao Xiao, Benjamin Feinberg, Christopher Bennett, Vineet Agrawal, Prashant Saxena, Venkatraman Prabhakar, Krishnaswamy Ramkumar, Harsha Medu, Vijay Raghavan, Ramesh Chettuvetty, Sapan Agarwal, Matthew Marinella

https://www.osti.gov/search/identifier:1842837

Journal Article – 2022 Journal Article 2022

Radiation Hard Computing using Spintronics

The 7th US Government working group on magnetic tunnel junctions (MTJs)

Matthew Marinella, Tianyao Xiao, Christopher Bennett, Benjamin Feinberg, Jean Anne Incorvia, Reza Arghavani, David Russell Hughart

Presentation (non-conference) – 2021 Presentation (non-conference) 2021

Energy Efficient Deep Neural Network Processing

2022 Energy Consequences of Information Workshop

Matthew Marinella, Tianyao Xiao, Christopher Bennett, Benjamin Feinberg, Sapan Agarwal

Abstract – 2021 Abstract 2021

Achieving Accurate In-Memory Neural Network Inference with Highly Overlapping Nonvolatile Memory State Distributions

Electron Device Tech and Manufacturing Conf, 2022

Matthew Marinella, Tianyao Xiao, Benjamin Feinberg, Christopher Bennett, Vineet Agrawal, Helmut Puchner, Sapan Agarwal

Abstract – 2021 Abstract 2021

CrossSim: GPU-Accelerated Simulation of Analog Neural Networks

ModSim 2021

Tianyao Xiao, Christopher Bennett, Benjamin Feinberg, Matthew Marinella, Sapan Agarwal

Conference Presentation – 2021 Conference Presentation 2021

Analysis and Mitigation of Parasitic Resistance Effects for Analog In-Memory Neural Network Acceleration

Semiconductor Science and Technology

Tianyao Xiao, Benjamin Feinberg, Jacob Nathanael Rohan, Christopher Bennett, Sapan Agarwal, Matthew Marinella

https://www.osti.gov/search/identifier:1828786

Journal Article – 2021 Journal Article 2021

Designing Accurate and Robust Analog Accelerators for Neural Networks and Linear Algebra

Sandia & Georgia Tech WorkshopHeterogeneous Integration & Co-Design

Tianyao Xiao, Benjamin Feinberg, Christopher Bennett, Sapan Agarwal, Matthew Marinella

Presentation (non-conference) – 2021 Presentation (non-conference) 2021

CrossSim: GPU-Accelerated Simulation of Analog Neural Networks

ModSim2021

Tianyao Xiao, Christopher Bennett, Benjamin Feinberg, Matthew Marinella, Sapan Agarwal

Abstract – 2021 Abstract 2021

Multi-scale System Modeling of Single Event Induced Faults in Advanced Node Processors

IEEE Transactions on Nuclear Science

Matthew Joel Cannon, Arun F. Rodrigues, Dolores Archuleta Black, Jeff Black, Luis Gabriel Bustamante, Benjamin Feinberg, Heather M Quinn, Clark Lawrence, John Steven Brunhaver, Barnaby Hugh, Michael Lee McLain, Sapan Agarwal, Matthew Marinella

https://www.osti.gov/search/identifier:1787522

Journal Article – 2021 Journal Article 2021

Evaluating complexity and resilience trade-offs in emerging memory inference machines

NICE Virtual Conference Proceedings

Christopher Bennett, Ryan Anthony Dellana, Tianyao Xiao, Benjamin Feinberg, Sapan Agarwal, Suma George Cardwell, Matthew Marinella, William Mark Severa, James Bradley Aimone

https://www.osti.gov/search/identifier:1859699

Conference Presentation – 2021 Conference Presentation 2021

Enabling Guaranteed Correctness and Leading Edge Performance under Radiation with a Heterogeneous System

GOMACTech Conference

Benjamin Feinberg, Arun F. Rodrigues, Matthew Marinella, Sapan Agarwal

https://www.osti.gov/search/identifier:1856761

Conference Presentation – 2021 Conference Presentation 2021

Analog-Domain Computation for Solving Numerical Systems

Sandia Academic Alliance Spring 2021 UT Austin LDRD Virtual Poster Session

Jacob Nathanael Rohan, Alex Nguyen, Benjamin Feinberg, Sapan Agarwal, Matthew Marinella, Travis Forbes, Jaydeep Kulkarni

https://www.osti.gov/search/identifier:1856078

Display or Poster (non-conference) – 2021 Display or Poster (non-conference) 2021

Enabling Guaranteed Correctness and Leading Edge Performance under Radiation with a Heterogeneous System

GOMACTech Conference

Benjamin Feinberg, Arun F. Rodrigues, Sapan Agarwal, Matthew Marinella

https://www.osti.gov/search/identifier:1847230

Conference Paper – 2021 Conference Paper 2021

An Analog Preconditioner for Solving Linear Systems

The 27th IEEE International Symposium on High-Performance Computer Architecture (HPCA-27)

Benjamin Feinberg, Ryan Ming Wong, Tianyao Xiao, Jacob Nathanael Rohan, Erik Gunnar Boman, Matthew Marinella, Sapan Agarwal, Engin Ipek

https://www.osti.gov/search/identifier:1847491

Conference Presentation – 2021 Conference Presentation 2021
Document Title Type Year
Results 1–25 of 44