Publications

Neural Mini-Apps: Lighter, Faster Diagnostic Tests for Neuromorphic Computing

James Bradley Aimone, Suma George Cardwell, Frances S. Chance, Srideep Musuvathy, Fredrick Rothganger, William Mark Severa, John Darby Smith, Corinne Michelle Teeter, Craig Michael Vineyard, Felix Wang

Neuromorphic Object Recognition at the Speed of Light

Franois Lonard, Elliot James Fuller, Craig Michael Vineyard, Corinne Michelle Teeter

Research Challenges for Energy-Efficient Computing in Automated Vehicles

IEEE Computer

Robert Dick, Robert Aitken, John Strachan, Kirk Bresniker, Wei Lu, Yorie Nakahira, Zhiyong Li, Matthew Marinella, William Mark Severa, Albert Alec Talin, Craig Michael Vineyard, Suhas Kumar, Christian Mailhiot, Leonard E. Klebanoff

Spiking Neural Approaches to SAR ATR

SPIE Defense and Commercial Sensing

Craig Michael Vineyard, James Bradley Aimone, Ryan Anthony Dellana, Esteban J. Guillen, Aaron Jamison Hill, William Mark Severa, Javier Zazueta

Neural Mini-Apps as a Tool for Neuromorphic Computing Insight

Neuro-Inspired Computational Elements (NICE) Workshop 2022

Craig Michael Vineyard, James Bradley Aimone, Suma George Cardwell, Frances S. Chance, Srideep Musuvathy, Fredrick Rothganger, John Darby Smith, William Mark Severa, Corinne Michelle Teeter, Felix Wang

Exploring SAR ATR with Neural Networks: Going Beyond Accuracy

Automatic Target Recognition XXXII

Ryan David Melzer, William Mark Severa, Craig Michael Vineyard

Neural Mini-Apps as a Tool for Neuromorphic Computing Insight

The 9th Annual Neuro-Inspired Computational Elements (NICE) workshop

Craig Michael Vineyard, Suma George Cardwell, Frances S. Chance, Srideep Musuvathy, Fredrick Rothganger, William Mark Severa, John Darby Smith, Corinne Michelle Teeter, Felix Wang, James Bradley Aimone

Deterrence and Disinformation Modeling

Meeting with External Advisor

Jason Christian Reinhardt, Craig Michael Vineyard, Andrew William Reddie, Jared Lee Gearhart, Kiran Lakkaraju

Spiking Neural Streaming Binary Arithmetic

IEEE International Conference on Rebooting Computing (ICRC 2021)

James Bradley Aimone, Aaron Jamison Hill, William Mark Severa, Craig Michael Vineyard

An introduction to neuromorphic computing and its potential impact for unattended ground sensors

Aaron Jamison Hill, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1826263

Energy Efficient Computing R&D Roadmap Outline for Automated Vehicles

Rob Aitken, Yorie Nakahira, John Paul Strachan, Kirk Bresniker, Ian Young, Zhiyong Li, Leonard E. Klebanoff, Carrie L Burchard, Suhas Kumar, Matthew Marinella, William Mark Severa, Albert Alec Talin, Craig Michael Vineyard, Christian Mailhiot, Robert Dick, Wei Lu, Jace Mogill

https://www.osti.gov/search/identifier:1821804

Machine Learning/Neural Computing Track Introduction

Space Computing Conference

Craig Michael Vineyard

Co-Design of Free-Space Metasurface Optical Classifiers for High Performance

ACS Photonics

Francois Leonard, Adam Backer, Elliot James Fuller, Corinne Michelle Teeter, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1810377

Space High-Performance Computing Center of Excellence - Joint Exploration of Neuromorphic Orbital Vehicles (JENOVA)

NASA Aerospace & Avionics Community of Practice (CoP) meeting

Craig Michael Vineyard, Josh Donckels

https://www.osti.gov/search/identifier:1869392

Exploring Characteristics of Neural Network Architecture Computation for Enabling SAR ATR

SPIE Defense + Commercial Sensing

Ryan David Melzer, William Mark Severa, Mark Plagge, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1876707

Platform-Agnostic Neural Algorithm Composition using Fugu

Neuro-Inspired Computational Elements

William Mark Severa, James Bradley Aimone, Craig Michael Vineyard, Srideep Musuvathy, Yang Ho, Zubin Alexander Kane, Leah Reeder

https://www.osti.gov/search/identifier:1856292

SEEK - Scoping neuromorphic architecture impact enabling advanced sensing capabilities

Nuclear Security Applications Research & Development (NSARD)

Craig Michael Vineyard

https://www.osti.gov/search/identifier:1856093

Comparing Neural Accelerators & Neuromorphic Architectures ? The False Idol of Operations

Neuro Inspired Computational Elements 2021

Craig Michael Vineyard, Mark Plagge, Sam Green, William Mark Severa

https://www.osti.gov/search/identifier:1855322

Analyzing Efficiencies of Algorithm-Architecture Mappings

Smoky Mountains Computational Sciences and Engineering Conference

Mark Plagge, Craig Michael Vineyard, William Mark Severa

Sandia Labs Event-Sensing & Computation Interests

Event-Based Sensing/Imaging Community of Interest - Monthly Meeting

Craig Michael Vineyard

https://www.osti.gov/search/identifier:1847467

Neural Network Approaches for Enabling Automatic Target Recognition

WorkshopUncertainty Management and Machine Learning in Engineering Applications

Craig Michael Vineyard, Ryan David Melzer, Srideep Musuvathy, John Richards, William Mark Severa, John Darby Smith

https://www.osti.gov/search/identifier:1831567

Job Modeling for Power Forecasting and Analysis on the Astra Supercomputer

IEEE International Parallel and Distributed Processing Symposium (IPDPS)

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

https://www.osti.gov/search/identifier:1830925

Neuromorphic Computing with Optical Materials

DARPA review of Nature as Computer program

Francois Leonard, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1825619

Assessing Noise Robustness of Spiking Weight Agnostic Neural Networks

IEEE Space Computing Conference (SCC)

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

Effective Pruning of Binary Activation Networks

International Conference on Neuromorphic Systems

William Mark Severa, Ryan Anthony Dellana, Craig Michael Vineyard

https://www.osti.gov/search/identifier:1808939