William Severa

According to our database, William Severa authored at least 37 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

The Robustness of Spiking Neural Networks in Communication and its Application towards Network Efficiency in Federated Learning.

Manh V. Nguyen, Liang Zhao, Bobin Deng, William Severa, Honghui Xu, Shaoen Wu

CoRR, 2024

Using STACS as a High-Performance Simulation Backend for Fugu.

Felix Wang, William Severa

Proceedings of the International Conference on Neuromorphic Systems, 2024

Strategic Considerations for Neuromorphic Computing.

Craig M. Vineyard, William M. Severa, James B. Aimone

Proceedings of the International Conference on Neuromorphic Systems, 2024

2023

Research Challenges for Energy-Efficient Computing in Automated Vehicles.

Robert P. Dick, Rob Aitken, Jace Mogill, John Paul Strachan, Kirk Bresniker, Wei Lu, Yorie Nakahira, Zhiyong Li, Matthew J. Marinella, William Severa, A. Alec Talin, Craig M. Vineyard, Suhas Kumar, Christian Mailhiot, Lennie Klebanoff

Computer, March, 2023

Neuromorphic Co-Design as a Game.

Craig M. Vineyard, William M. Severa, James B. Aimone

CoRR, 2023

Stochastic Neuromorphic Circuits for Solving MAXCUT.

Bradley H. Theilman, Yipu Wang, Ojas Parekh, William Severa, J. Darby Smith, James B. Aimone

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Synaptic Sampling of Neural Networks.

James B. Aimone, William Severa, J. Darby Smith

Proceedings of the IEEE International Conference on Rebooting Computing, 2023

Neuromorphic Population Evaluation using the Fugu Framework.

William Severa, Suma George Cardwell, Michael Krygier, Fredrick H. Rothganger, Craig Michael Vineyard

Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

2022

A review of non-cognitive applications for neuromorphic computing.

James B. Aimone, Prasanna Date, Gabriel A. Fonseca Guerra, Kathleen E. Hamilton, Kyle Henke, Bill Kay, Garrett T. Kenyon, Shruti R. Kulkarni, Susan M. Mniszewski, Maryam Parsa, Sumedh R. Risbud, Catherine D. Schuman, William Severa, J. Darby Smith

Neuromorph. Comput. Eng., June, 2022

Neural Mini-Apps as a Tool for Neuromorphic Computing Insight.

Craig M. Vineyard, Suma Cardwell, Frances S. Chance, Srideep Musuvathy, Fred Rothganger, William Severa, John Darby Smith, Corinne Teeter, Felix Wang, James B. Aimone

Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

Learning to Parameterize a Stochastic Process Using Neuromorphic Data Generation.

William Severa, J. Darby Smith, James Bradley Aimone, Richard B. Lehoucq

Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

2021

Neuromorphic scaling advantages for energy-efficient random walk computation.

J. Darby Smith, Aaron J. Hill, Leah E. Reeder, Brian C. Franke, Richard B. Lehoucq, Ojas Parekh, William Severa, James B. Aimone

CoRR, 2021

Provable Advantages for Graph Algorithms in Spiking Neural Networks.

James B. Aimone, Yang Ho, Ojas Parekh, Cynthia A. Phillips, Ali Pinar, William Severa, Yipu Wang

Proceedings of the SPAA '21: 33rd ACM Symposium on Parallelism in Algorithms and Architectures, 2021

Assessing a Neuromorphic Platform for use in Scientific Stochastic Sampling.

James B. Aimone, Richard B. Lehoucq, William Severa, J. Darby Smith

Proceedings of the 2021 International Conference on Rebooting Computing (ICRC), Los Alamitos, CA, USA, November 30, 2021

Spiking Neural Streaming Binary Arithmetic.

James B. Aimone, Aaron J. Hill, William M. Severa, Craig M. Vineyard

Proceedings of the 2021 International Conference on Rebooting Computing (ICRC), Los Alamitos, CA, USA, November 30, 2021

2020

Provable Neuromorphic Advantages for Computing Shortest Paths.

James B. Aimone, Yang Ho, Ojas Parekh, Cynthia A. Phillips, Ali Pinar, William Severa, Yipu Wang

Proceedings of the SPAA '20: 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020

Truly Heterogeneous HPC: Co-design to Achieve What Science Needs from HPC.

Suma George Cardwell, Craig M. Vineyard, William Severa, Frances S. Chance, Fredrick H. Rothganger, Felix Wang, Srideep Musuvathy, Corinne Teeter, James B. Aimone

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

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

Christopher H. Bennett, Ryan Dellana, T. Patrick Xiao, Ben Feinberg, Sapan Agarwal, Suma Cardwell, Matthew J. Marinella, William Severa, Brad Aimone

Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020

Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment.

Maryam Parsa, Catherine D. Schuman, Prasanna Date, Derek C. Rose, Bill Kay, J. Parker Mitchell, Steven R. Young, Ryan Dellana, William Severa, Thomas E. Potok, Kaushik Roy

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Solving a steady-state PDE using spiking networks and neuromorphic hardware.

J. Darby Smith, William Severa, Aaron J. Hill, Leah Reeder, Brian Franke, Richard B. Lehoucq, Ojas D. Parekh, James B. Aimone

Proceedings of the International Conference on Neuromorphic Systems, 2020

Effective Pruning of Binary Activation Neural Networks.

William Severa, Ryan Dellana, Craig M. Vineyard

Proceedings of the International Conference on Neuromorphic Systems, 2020

2019

Training deep neural networks for binary communication with the Whetstone method.

William Severa, Craig M. Vineyard, Ryan Dellana, Stephen J. Verzi, James B. Aimone

Nat. Mach. Intell., 2019

Benchmarking Event-Driven Neuromorphic Architectures.

Craig M. Vineyard, Sam Green, William M. Severa, Çetin Kaya Koç

Proceedings of the International Conference on Neuromorphic Systems, 2019

Composing neural algorithms with Fugu.

James B. Aimone, William Severa, Craig M. Vineyard

Proceedings of the International Conference on Neuromorphic Systems, 2019

Dynamic Programming with Spiking Neural Computing.

James B. Aimone, Ojas Parekh, Cynthia A. Phillips, Ali Pinar, William Severa, Helen Xu

Proceedings of the International Conference on Neuromorphic Systems, 2019

2018

Making BREAD: Biomimetic strategies for Artificial Intelligence Now and in the Future.

Jeffrey L. Krichmar, William Severa, Salar M. Khan, James Leland Olds

CoRR, 2018

Whetstone: A Method for Training Deep Artificial Neural Networks for Binary Communication.

William Severa, Craig M. Vineyard, Ryan Dellana, Stephen J. Verzi, James B. Aimone

CoRR, 2018

Spiking Neural Algorithms for Markov Process Random Walk.

William Severa, Rich Lehoucq, Ojas Parekh, James B. Aimone

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

A Combinatorial Model for Dentate Gyrus Sparse Coding.

William Severa, Ojas Parekh, Conrad D. James, James B. Aimone

Neural Comput., 2017

Context-modulation of hippocampal dynamics and deep convolutional networks.

James B. Aimone, William M. Severa

CoRR, 2017

Data-driven Feature Sampling for Deep Hyperspectral Classification and Segmentation.

William M. Severa, Jerilyn A. Timlin, Suraj Kholwadwala, Conrad D. James, James B. Aimone

CoRR, 2017

Neural computing for scientific computing applications: more than just machine learning.

James B. Aimone, Ojas Parekh, William Severa

Proceedings of the Neuromorphic Computing Symposium, 2017

Neurogenesis deep learning: Extending deep networks to accommodate new classes.

Timothy J. Draelos, Nadine E. Miner, Christopher C. Lamb, Jonathan A. Cox, Craig M. Vineyard, Kristofor D. Carlson, William M. Severa, Conrad D. James, James B. Aimone

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A Spike-Timing Neuromorphic Architecture.

Aaron J. Hill, Jonathon W. Donaldson, Fredrick H. Rothganger, Craig M. Vineyard, David R. Follett, Pamela L. Follett, Michael R. Smith, Stephen J. Verzi, William Severa, Felix Wang, James B. Aimone, John H. Naegle, Conrad D. James

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

2016

Spiking network algorithms for scientific computing.

William Severa, Ojas Parekh, Kristofor D. Carlson, Conrad D. James, James B. Aimone

Proceedings of the IEEE International Conference on Rebooting Computing, 2016

2012

Avoiding abelian squares in partial words.

Francine Blanchet-Sadri, Jane I. Kim, Robert Mercas, William Severa, Sean Simmons, Dimin Xu

J. Comb. Theory A, 2012

2010

Abelian Square-Free Partial Words.

Francine Blanchet-Sadri, Jane I. Kim, Robert Mercas, William Severa, Sean Simmons

Proceedings of the Language and Automata Theory and Applications, 2010