William Severa

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 33

Top Topics

Scientific Computing

Explicit Expressions

Top Venues

Publications

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
Research Challenges for Energy-Efficient Computing in Automated Vehicles. Computer 56 (3) (2023)
James B. Aimone, William Severa, J. Darby Smith
Synaptic Sampling of Neural Networks. CoRR (2023)
William Severa, Suma George Cardwell, Michael Krygier, Fredrick H. Rothganger, Craig Michael Vineyard
Neuromorphic Population Evaluation using the Fugu Framework. ICONS (2023)
Bradley H. Theilman, Yipu Wang, Ojas Parekh, William Severa, J. Darby Smith, James B. Aimone
Stochastic Neuromorphic Circuits for Solving MAXCUT. IPDPS (2023)
James B. Aimone, William Severa, J. Darby Smith
Synaptic Sampling of Neural Networks. ICRC (2023)
Craig M. Vineyard, Suma Cardwell, Frances S. Chance, Srideep Musuvathy, Fred Rothganger, William Severa, John Smith, Corinne Teeter, Felix Wang, James B. Aimone
Neural Mini-Apps as a Tool for Neuromorphic Computing Insight. NICE (2022)
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
A review of non-cognitive applications for neuromorphic computing. Neuromorph. Comput. Eng. 2 (2) (2022)
William Severa, J. Darby Smith, James Bradley Aimone, Richard B. Lehoucq
Learning to Parameterize a Stochastic Process Using Neuromorphic Data Generation. ICONS (2022)
Bradley H. Theilman, Yipu Wang, Ojas D. Parekh, William Severa, J. Darby Smith, James B. Aimone
Stochastic Neuromorphic Circuits for Solving MAXCUT. CoRR (2022)
J. Darby Smith, Aaron J. Hill, Leah E. Reeder, Brian C. Franke, Richard B. Lehoucq, Ojas Parekh, William Severa, James B. Aimone
Neuromorphic scaling advantages for energy-efficient random walk computation. CoRR (2021)
James B. Aimone, Richard B. Lehoucq, William Severa, J. Darby Smith
Assessing a Neuromorphic Platform for use in Scientific Stochastic Sampling. ICRC (2021)
James B. Aimone, Yang Ho, Ojas Parekh, Cynthia A. Phillips, Ali Pinar, William Severa, Yipu Wang
Provable Advantages for Graph Algorithms in Spiking Neural Networks. SPAA (2021)
Christopher H. Bennett, Ryan Dellana, T. Patrick Xiao, Ben Feinberg, Sapan Agarwal, Suma Cardwell, Matthew J. Marinella, William Severa, Brad Aimone
Evaluating complexity and resilience trade-offs in emerging memory inference machines. NICE (2020)
Christopher H. Bennett, Ryan Dellana, T. Patrick Xiao, Ben Feinberg, Sapan Agarwal, Suma Cardwell, Matthew J. Marinella, William Severa, Brad Aimone
Evaluating complexity and resilience trade-offs in emerging memory inference machines. CoRR (2020)
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
Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment. CoRR (2020)
J. Darby Smith, William Severa, Aaron J. Hill, Leah Reeder, Brian Franke, Richard B. Lehoucq, Ojas D. Parekh, James B. Aimone
Solving a steady-state PDE using spiking networks and neuromorphic hardware. ICONS (2020)
J. Darby Smith, William Severa, Aaron J. Hill, Leah Reeder, Brian Franke, Richard B. Lehoucq, Ojas D. Parekh, James B. Aimone
Solving a steady-state PDE using spiking networks and neuromorphic hardware. CoRR (2020)
William Severa, Ryan Dellana, Craig M. Vineyard
Effective Pruning of Binary Activation Neural Networks. ICONS (2020)
Suma George Cardwell, Craig M. Vineyard, William Severa, Frances S. Chance, Frederick H. Rothganger, Felix Wang, Srideep Musuvathy, Corinne Teeter, James B. Aimone
Truly Heterogeneous HPC: Co-design to Achieve What Science Needs from HPC. SMC (2020)
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
Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment. IJCNN (2020)
James B. Aimone, Yang Ho, Ojas Parekh, Cynthia A. Phillips, Ali Pinar, William Severa, Yipu Wang
Provable Neuromorphic Advantages for Computing Shortest Paths. SPAA (2020)
James B. Aimone, William Severa, Craig M. Vineyard
Composing Neural Algorithms with Fugu. CoRR (2019)
James B. Aimone, Ojas Parekh, Cynthia A. Phillips, Ali Pinar, William Severa, Helen Xu
Dynamic Programming with Spiking Neural Computing. ICONS (2019)
William Severa, Craig M. Vineyard, Ryan Dellana, Stephen J. Verzi, James B. Aimone
Training deep neural networks for binary communication with the Whetstone method. Nat. Mach. Intell. 1 (2) (2019)
James B. Aimone, William Severa, Craig M. Vineyard
Composing neural algorithms with Fugu. ICONS (2019)
William Severa, Rich Lehoucq, Ojas Parekh, James B. Aimone
Spiking Neural Algorithms for Markov Process Random Walk. IJCNN (2018)
Jeffrey L. Krichmar, William Severa, Salar M. Khan, James Leland Olds
Making BREAD: Biomimetic strategies for Artificial Intelligence Now and in the Future. CoRR (2018)
William Severa, Rich Lehoucq, Ojas Parekh, James B. Aimone
Spiking Neural Algorithms for Markov Process Random Walk. CoRR (2018)
William Severa, Craig M. Vineyard, Ryan Dellana, Stephen J. Verzi, James B. Aimone
Whetstone: A Method for Training Deep Artificial Neural Networks for Binary Communication. CoRR (2018)
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
A Spike-Timing Neuromorphic Architecture. ICRC (2017)
James B. Aimone, Ojas Parekh, William Severa
Neural computing for scientific computing applications: more than just machine learning. NCS (2017)
William Severa, Ojas Parekh, Conrad D. James, James B. Aimone
A Combinatorial Model for Dentate Gyrus Sparse Coding. Neural Comput. 29 (1) (2017)
William Severa, Ojas Parekh, Kristofor D. Carlson, Conrad D. James, James B. Aimone
Spiking network algorithms for scientific computing. ICRC (2016)
Francine Blanchet-Sadri, Jane I. Kim, Robert Mercas, William Severa, Sean Simmons, Dimin Xu
Avoiding abelian squares in partial words. J. Comb. Theory, Ser. A 119 (1) (2012)
Francine Blanchet-Sadri, Jane I. Kim, Robert Mercas, William Severa, Sean Simmons
Abelian Square-Free Partial Words. LATA (2010)