Publications

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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

Conference Presentation – 2022 Conference Presentation 2022

Neuromorphic scaling advantages for energy-efficient random walk computations

Nature Electronics

John Darby Smith, Aaron Jamison Hill, Reeder Leah, Brian C. Franke, Richard B. Lehoucq, Ojas D. Parekh, William Mark Severa, James Bradley Aimone

https://www.osti.gov/search/identifier:1845387

Journal Article – 2022 Journal Article 2022

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

Conference Paper – 2021 Conference Paper 2021

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

Report – 2021 Report 2021

Neuromorphic scaling advantages for energy-efficient random walk computations

John Darby Smith, Aaron Jamison Hill, Leah Reeder, Brian C. Franke, Richard B. Lehoucq, Ojas D. Parekh, William Mark Severa, James Bradley Aimone

https://www.osti.gov/search/identifier:1671377

SAND Report – 2020 SAND Report 2020

Solving a steady-state pde using spiking networks and neuromorphic hardware

International Conference on Neuromorphic Systems

John Darby Smith, William Mark Severa, Aaron Jamison Hill, Leah Reeder, Ojas D. Parekh, Brian C. Franke, Richard B. Lehoucq, James Bradley Aimone

https://www.osti.gov/search/identifier:1813714

Conference Paper – 2020 Conference Paper 2020

Solving a steady-state pde using spiking networks and neuromorphic hardware

International Conference on Neuromorphic Systems

John Darby Smith, William Mark Severa, Aaron Jamison Hill, Leah Evelyn Reeder, Brian C. Franke, Richard B. Lehoucq, Ojas D. Parekh, James Bradley Aimone

https://www.osti.gov/search/identifier:1808426

Conference Paper – 2020 Conference Paper 2020

Solving IPDEs on Spiking Neuromorphic Hardware

Joint Math Meetings

John Darby Smith, James Bradley Aimone, Brian C. Franke, Aaron Jamison Hill, Richard B. Lehoucq, Ojas D. Parekh, Leah Evelyn Reeder, William Mark Severa

https://www.osti.gov/search/identifier:1761032

Conference Paper – 2020 Conference Paper 2020

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

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

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

Applications of Random Walks Utilizing Neuromorphic Computing

Neuro Inspired Computational Elements Workshop (NICE)

Leah Evelyn Reeder, James Bradley Aimone, William Mark Severa, Aaron Jamison Hill

https://www.osti.gov/search/identifier:1639488

Conference Paper – 2019 Conference Paper 2019

Building a Comprehensive Neuromorphic Platform for Remote Computation

Gomactech

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

https://www.osti.gov/search/identifier:1592219

Conference Paper – 2019 Conference Paper 2019

Neural Algorithms for Low Power Implementation of Partial Differential Equations

James Bradley Aimone, Aaron Jamison Hill, Richard B. Lehoucq, Ojas D. Parekh, Leah Evelyn Reeder, William Mark Severa

https://www.osti.gov/search/identifier:1474253

SAND Report – 2018 SAND Report 2018

Exploring Applications of Random Walks on Spiking Neural Algorithms

Leah Evelyn Reeder, Aaron Jamison Hill, James Bradley Aimone, William Mark Severa

https://www.osti.gov/search/identifier:1471656

Report – 2018 Report 2018

Neuromorphic Hardware Implementation of Spiking Algorithms for Markov Random Walks

2018 International Conference on Neuromorphic Systems (ICONS)

James Bradley Aimone, Aaron Jamison Hill, Richard B. Lehoucq, Ojas D. Parekh, William Mark Severa

https://www.osti.gov/search/identifier:1582258

Conference Paper – 2018 Conference Paper 2018

TrueNorth Implementation of a Temporally Coded Spiking Cross-Correlation Algorithm for Particle Image Velocimetry

International Conference on Rebooting Computing

Aaron Jamison Hill, William Mark Severa, James Bradley Aimone

https://www.osti.gov/search/identifier:1480592

Conference Paper – 2017 Conference Paper 2017

A Spike-Timing Neuromorphic Architecture

IEEE International Conference on Rebooting Computing (ICRC 2017)

Aaron Jamison Hill, Jonathon W. Donaldson, Fredrick 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:1470698

Conference Paper – 2017 Conference Paper 2017

Hardware Spike Timing for Accelerating Computational Algorithms

IEEE International Conference on Rebooting Computing

William Mark Severa, Aaron Jamison Hill, Conrad D. James, James Bradley Aimone

Abstract – 2017 Abstract 2017

A Digital Neuromorphic Architecture Efficiently Facilitating Complex Synaptic Response Functions Applied to LSMs

The 2017 International Joint Conference on Neural Networks (IJCNN 2017)

Michael Reed Smith, Aaron Jamison Hill, Kristofor David Carlson, Craig Michael Vineyard, Jonathon W. Donaldson, David R. Follett, Pamela L. Follett, John H. Naegle, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1457873

Conference Paper – 2017 Conference Paper 2017

An Efficient Implementation of a Liquid State Machine on the Spiking Temporal Processing Unit

Neuro Inspired Computational Elements Workshop

Michael Reed Smith, Aaron Jamison Hill, Kristofor David Carlson, Craig Michael Vineyard, Jonathon W. Donaldson, David R. Follett, Pamela L. Follett, John H. Naegle, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1427932

Conference Paper – 2017 Conference Paper 2017

An Efficient Implementation of a LSM on the Spiking Temporal Processing Unit

Neuro Inspired Computational Elements Workshop

Michael Reed Smith, Aaron Jamison Hill, Kristofor David Carlson, Craig Michael Vineyard, Jonathon W. Donaldson, David R. Follett, Pamela L. Follett, John H. Naegle, Conrad D. James, James Bradley Aimone, Michael Reed Smith, Michael Reed Smith

https://www.osti.gov/search/identifier:1427931

Conference Paper – 2017 Conference Paper 2017

Implementation of a Liquid State Machine with Temporal Dynamics on a Novel Spiking Neuromorphic Architecture

Workshop on Neuromorphic Computing and Algorithms, WI-BIH'16

Michael Reed Smith, Aaron Jamison Hill, Kristofor David Carlson, Craig Michael Vineyard, Jonathon W. Donaldson, David R. Follett, Pamela L. Follett, John H. Naegle, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1405258

Conference Paper – 2016 Conference Paper 2016
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