Publications

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Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks

International Conference on Neuromorphic Systems

Abrar Anwar, Suma George Cardwell, Srideep Musuvathy, William Mark Severa, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1808779

Conference Paper – 2020 Conference Paper 2020

Effective Pruning of Binary Activation Neural Networks

International Conference on Neuromorphic Systems

William Mark Severa, Ryan Anthony Dellana, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1808427

Conference Paper – 2020 Conference Paper 2020

Evolving Spiking Circuit Motifs using Weight Agnostic Neural Networks

International Conference on Neuromorphic Systems

Abrar Anwar, Suma George Cardwell, Srideep Musuvathy, William Mark Severa, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1804991

Conference Paper – 2020 Conference Paper 2020

Crossing the Cleft: Communication Challenges Between Neuroscience and Artificial Intelligence

Frontiers in Computational Neuroscience

Frances S. Chance, James Bradley Aimone, Srideep Musuvathy, Michael Reed Smith, Craig Michael Vineyard, Felix Wang

https://www.osti.gov/search/identifier:1617318

Journal Article – 2020 Journal Article 2020

Truly heterogeneous HPC: co-design to achieve what science needs from HPC

Smoky Mountains Computational Sciences & Engineering Conference

Suma George Cardwell, James Bradley Aimone, Craig Michael Vineyard, William Mark Severa, Frances S. Chance

Abstract – 2020 Abstract 2020

SEEK - Scoping neuromorphic architecture impact enabling advanced sensing capabilities

Nuclear Security Applications Research & Development (NSARD)

Craig Michael Vineyard, James Bradley Aimone, William Mark Severa, Mark Plagge, Thomas A. Reichardt, Andrew Sornborger

https://www.osti.gov/search/identifier:1772874

Display or Poster (non-conference) – 2020 Display or Poster (non-conference) 2020

Spike Processing for Improved Radiation Tolerance and Low Power Space Missions

Nuclear Explosion Monitoring Annual Meeting

Park Hays, Arlo L. Ames, Ryan Anthony Dellana, Matthew J. Kagie, Andrew J. Scholand, William Mark Severa, Joshua Shank, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1770682

Presentation (non-conference) – 2020 Presentation (non-conference) 2020

Comparing Neural Accelerators & Neuromorphic -The False Idol of Operations

Neuro Inspired Computational Elements Workshop 2020

Craig Michael Vineyard, Mark Plagge, Sam Green

https://www.osti.gov/search/identifier:1769574

Conference Paper – 2020 Conference Paper 2020

Machines Learning about Machines - ML for Analysis and Control of HPC Infrastructure

Conference on Data Analysis (CoDA) 2020

Felix Wang, Sam Green, Kevin Pedretti, Craig Michael Vineyard, Andrew J Younge

https://www.osti.gov/search/identifier:1767893

Conference Paper – 2020 Conference Paper 2020

Machines Learning about Machines ? ML for Analysis & Control of HPC Infrastructure

Conference on Data Analysis (CoDA) 2020

Craig Michael Vineyard, Felix Wang, Kevin Pedretti, Andrew Charles Young, Sam Green

Abstract – 2020 Abstract 2020

Neural-inspired Computing at Sandia Labs - Enabling and Performing Advanced Computation

Supercomputing 2019

Craig Michael Vineyard

https://www.osti.gov/search/identifier:1643305

Conference Paper – 2019 Conference Paper 2019

Fugu: Algorithm Development for Neuromorphic Hardware

Intel Neuromorphic Research Community Fall Workshop

Srideep Musuvathy, James Bradley Aimone, Suma George Cardwell, Frances S. Chance, Ryan Anthony Dellana, Yang Ho, Leah Evelyn Reeder, William Mark Severa, Craig Michael Vineyard, Felix Wang

https://www.osti.gov/search/identifier:1646072

Presentation (non-conference) – 2019 Presentation (non-conference) 2019

Neural Inspired Computation Remote Sensing Platform

Craig Michael Vineyard, William Mark Severa, Sam Green, Ryan Anthony Dellana, Mark Plagge, Aaron Jamison Hill

https://www.osti.gov/search/identifier:1569155

SAND Report – 2019 SAND Report 2019

Composing Neural Algorithms with Fugu

Icons

James Bradley Aimone, William Mark Severa, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1641992

Conference Paper – 2019 Conference Paper 2019

Hardware-Aware Neural Architecture Search

Agile RTL

Sam Green, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1645868

Presentation (non-conference) – 2019 Presentation (non-conference) 2019

Machine Learning for System Software ? Can Computers Manage Computers?

Sandia Machine Learning Deep Learning

Craig Michael Vineyard, Sam Green, Kevin Pedretti, Andrew J Younge, Vitus J. Leung

https://www.osti.gov/search/identifier:1645723

Presentation (non-conference) – 2019 Presentation (non-conference) 2019

Neuromorphic Computing Algorithms and Architecture Research at Sandia

Ccd Titans Intern Tech Talk

Aaron Jamison Hill, Jonathon W. Donaldson, Fredrick H. Rothganger, Craig Michael Vineyard, David R. Follett, Pamela L. Follett, Michael Reed Smith, Stephen Joseph Verzi, William Mark Severa, Felix Wang, James Bradley Aimone, John H. Naegle, Conrad D. James

https://www.osti.gov/search/identifier:1645676

Presentation (non-conference) – 2019 Presentation (non-conference) 2019

A Resurgence in Neuromorphic Architectures Enabling Remote Sensing Computation

IEEE Space Computing Conference

Craig Michael Vineyard, William Mark Severa, Matthew J. Kagie, Andrew J. Scholand, Park Hays

https://www.osti.gov/search/identifier:1641340

Conference Paper – 2019 Conference Paper 2019

Benchmarking Event-Driven Neuromorphic Architectures

International Conference of Neuromorphic Systems (ICONS) 2019

Craig Michael Vineyard, Sam Green, William Mark Severa, Cetin Kaya Koc

Conference Paper – 2019 Conference Paper 2019

Self-updating Models with Error Remediation for Bandwidth-constrained Environments

2019 IEEE Space Computing Conference (SCC)

Justin E Doak, Joey Burton Ingram, Michael Reed Smith, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1641249

Conference Paper – 2019 Conference Paper 2019

Self-updating learning models with error correction remediation for bandwidth- constrained environments

IEEE Space Computing Conference (SCC)

Michael Reed Smith, Justin E Doak, Joey Burton Ingram, Craig Michael Vineyard

Abstract – 2019 Abstract 2019

Whetstone R&D 100 Submission

James Bradley Aimone, William Mark Severa, Craig Michael Vineyard

Marketing or Promotional – 2019 Marketing or Promotional 2019

Low-Power Deep Learning Inference using the SpiNNaker Neuromorphic Platform

Nice 2019

Craig Michael Vineyard, Ryan Anthony Dellana, James Bradley Aimone, William Mark Severa

https://www.osti.gov/search/identifier:1639535

Conference Paper – 2019 Conference Paper 2019

Generic Spiking Architecture (GenSA)

NiCE 2019

Fredrick Rothganger, Craig Michael Vineyard, Arun F. Rodrigues

https://www.osti.gov/search/identifier:1639505

Conference Paper – 2019 Conference Paper 2019

Building a Comprehensive Neuromorphic Platform for Remote Computation

GOMACTech

Aaron Jamison Hill, William Mark Severa, Craig Michael Vineyard, Ryan Anthony Dellana, Leah Evelyn Reeder, Felix Wang, James Bradley Aimone, Angel Yanguas-Gil

https://www.osti.gov/search/identifier:1639487

Conference Paper – 2019 Conference Paper 2019
Document Title Type Year
Results 26–50 of 147