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Publication	Type	Year
Heat Equation Neural Simulation William Mark Severa	Marketing or Promotional – 2020 Marketing or Promotional	2020
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	Abstract – 2020 Abstract	2020
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
Brief Announcement: Provable neuromorphic advantages for computing constrained shortest paths 32nd ACM Symposium on Parallelism in Algorithms and Architectures James Bradley Aimone, Yang Ho, Ojas D. Parekh, Cynthia Ann Phillips, Ali Pinar, William Mark Severa, Yipu Wang https://www.osti.gov/search/identifier:1814114	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 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
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	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:1808779	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
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
Brief Announcement: Provable neuromorphic advantages for computing constrained shortest paths 32nd ACM Symposium on Parallelism in Algorithms and Architectures (SPAA 2020) James Bradley Aimone, Yang Ho, Ojas D. Parekh, Cynthia Ann Phillips, Ali Pinar, William Mark Severa, Yipu Wang https://www.osti.gov/search/identifier:1808434	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
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
Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment International Joint Conference on Neural Networks Maryam (ORNL) Parsa, Catherine (ORNL) Schuman, Prasanna (ORNL) Date, Derek (ORNL) Rose, Bill (ORNL) Kay, J. Parker (ORNL) Mitchell, Steven (ORNL) Young, Ryan Anthony Dellana, William Mark Severa, Thomas (ORNL) Potok, Kaushik (Purdue) Roy https://www.osti.gov/search/identifier:1774230	Conference Paper – 2020 Conference Paper	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
Evaluating complexity and resilience trade-offs in emerging memory inference machines 2020 Neuro-Inspired Computational Elements Workshop 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:1768142	Conference Paper – 2020 Conference Paper	2020
Leveraging Random Walks to Solve IPDEs on Spiking Neuromorphic Hardware SIAM Parallel Processing John Darby Smith, James Bradley Aimone, William Mark Severa https://www.osti.gov/search/identifier:1765110	Conference Paper – 2020 Conference Paper	2020
Platform-Agnostic Neural Algorithm Composition using Fugu NeuroInspired Computational Elements Workshop William Mark Severa	Abstract – 2020 Abstract	2020
Advanced Computing for CAV Presentations to Automotive Industry Industry Visit for Adv Computing for CAV Christopher D. Moen, Zhiyong Li, William Mark Severa https://www.osti.gov/search/identifier:1765087	Presentation (non-conference) – 2020 Presentation (non-conference)	2020
Neural-Inspired Computation for Efficient Scientific Computing via Random Walks and Surrogate Models Joint Mathematics Meetings William Mark Severa https://www.osti.gov/search/identifier:1761899	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
The Future of Computing: Integrating Scientific Computation on Neuromorphic Systems Leah Evelyn Reeder, James Bradley Aimone, William Mark Severa https://www.osti.gov/search/identifier:1592947	Report – 2019 Report	2019
Workshop on Advanced Computing for Connected and Automated Vehicles Christian Mailhiot, William Mark Severa, Christopher D. Moen, T. B. Jones	SAND Report – 2019 SAND Report	2019
Context-modulation of hippocampal dynamics and deep convolutional networks Neuroscience 2019 Felix Wang, William Mark Severa, James Bradley Aimone https://www.osti.gov/search/identifier:1642866	Conference Paper – 2019 Conference Paper	2019
Mosaics, a technique to make neuromorphic computing scalable, adaptive and flexible International Conference on Artificial Intelligence Circuits and Systems Suma George Cardwell, James Bradley Aimone, Christopher Bennett, Ryan Anthony Dellana, Suma George Cardwell, William Mark Severa https://www.osti.gov/search/identifier:1642761	Conference Paper – 2019 Conference Paper	2019
Document Title	Type	Year

Results 26–50 of 121

Publications

Heat Equation Neural Simulation

Assessing Noise Robustness of Spiking Weight Agnostic Neural Networks

Neuromorphic scaling advantages for energy-efficient random walk computations

Brief Announcement: Provable neuromorphic advantages for computing constrained shortest paths

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

Effective Pruning of Binary Activation Networks

Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks

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

Effective Pruning of Binary Activation Neural Networks

Brief Announcement: Provable neuromorphic advantages for computing constrained shortest paths

Evolving Spiking Circuit Motifs using Weight Agnostic Neural Networks

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

Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment

SEEK - Scoping neuromorphic architecture impact enabling advanced sensing capabilities

Spike Processing for Improved Radiation Tolerance and Low Power Space Missions

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

Leveraging Random Walks to Solve IPDEs on Spiking Neuromorphic Hardware

Platform-Agnostic Neural Algorithm Composition using Fugu

Advanced Computing for CAV Presentations to Automotive Industry

Neural-Inspired Computation for Efficient Scientific Computing via Random Walks and Surrogate Models

Solving IPDEs on Spiking Neuromorphic Hardware

The Future of Computing: Integrating Scientific Computation on Neuromorphic Systems

Workshop on Advanced Computing for Connected and Automated Vehicles

Context-modulation of hippocampal dynamics and deep convolutional networks

Mosaics, a technique to make neuromorphic computing scalable, adaptive and flexible