William Severa

42 papers A 1B 5C 2Journal 17Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	AI-Powered Knowledge Graphs for Neuromorphic and Energy-Efficient Computing. ACM Great Lakes Symposium on VLSI Ashish Gautam, Robert M. Patton, Thomas E. Potok, Ramakrishnan Kannan, James B. Aimone, William Severa
2025	—	`conf`	Benchmarking Spiking Network Partitioning Methods on Loihi 2. ACM Great Lakes Symposium on VLSI William Severa, Felix Wang, Yang Ho, Fred Rothganger, Anurag Reddy Daram, Efrain Gonzalez
2025	J	`jnl`	Neuromorphic Simulation of Drosophila Melanogaster Brain Connectome on Loihi 2. CoRR Felix Wang, Bradley H. Theilman, Fred Rothganger, William Severa, Craig M. Vineyard, James B. Aimone
2025	—	`conf`	Synaptic Sampling Networks with True Random Number Generation. ICONS J. Darby Smith, William Severa, James B. Aimone
2024	C	`conf`	The Robustness of Spiking Neural Networks in Communication and its Application towards Network Efficiency in Federated Learning. IPCCC Manh V. Nguyen, Liang Zhao, Bobin Deng, William Severa, Honghui Xu, Shaoen Wu
2024	J	`jnl`	The Robustness of Spiking Neural Networks in Communication and its Application towards Network Efficiency in Federated Learning. CoRR Manh V. Nguyen, Liang Zhao, Bobin Deng, William Severa, Honghui Xu, Shaoen Wu
2024	—	`conf`	Using STACS as a High-Performance Simulation Backend for Fugu. ICONS Felix Wang, William Severa
2023	—	`conf`	Neuromorphic Population Evaluation using the Fugu Framework. ICONS William Severa, Suma George Cardwell, Michael Krygier, Fredrick H. Rothganger, Craig Michael Vineyard
2023	J	`jnl`	Research Challenges for Energy-Efficient Computing in Automated Vehicles. Computer 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
2023	A	`conf`	Stochastic Neuromorphic Circuits for Solving MAXCUT. IPDPS Bradley H. Theilman, Yipu Wang, Ojas Parekh, William Severa, J. Darby Smith, James B. Aimone
2023	—	`conf`	Synaptic Sampling of Neural Networks. ICRC James B. Aimone, William Severa, J. Darby Smith
2023	J	`jnl`	Synaptic Sampling of Neural Networks. CoRR James B. Aimone, William Severa, J. Darby Smith
2022	J	`jnl`	A review of non-cognitive applications for neuromorphic computing. Neuromorph. Comput. Eng. 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
2022	—	`conf`	Learning to Parameterize a Stochastic Process Using Neuromorphic Data Generation. ICONS William Severa, J. Darby Smith, James Bradley Aimone, Richard B. Lehoucq
2022	—	`conf`	Neural Mini-Apps as a Tool for Neuromorphic Computing Insight. NICE Craig M. Vineyard, Suma Cardwell, Frances S. Chance, Srideep Musuvathy, Fred Rothganger, William Severa, John Darby Smith, Corinne Teeter, Felix Wang, James B. Aimone
2022	J	`jnl`	Stochastic Neuromorphic Circuits for Solving MAXCUT. CoRR Bradley H. Theilman, Yipu Wang, Ojas D. Parekh, William Severa, J. Darby Smith, James B. Aimone
2021	—	`conf`	Assessing a Neuromorphic Platform for use in Scientific Stochastic Sampling. ICRC James B. Aimone, Richard B. Lehoucq, William Severa, J. Darby Smith
2021	J	`jnl`	Neuromorphic scaling advantages for energy-efficient random walk computation. CoRR J. Darby Smith, Aaron J. Hill, Leah E. Reeder, Brian C. Franke, Richard B. Lehoucq, Ojas Parekh, William Severa, James B. Aimone
2021	B	`conf`	Provable Advantages for Graph Algorithms in Spiking Neural Networks. SPAA James B. Aimone, Yang Ho, Ojas Parekh, Cynthia A. Phillips, Ali Pinar, William Severa, Yipu Wang
2020	—	`conf`	Effective Pruning of Binary Activation Neural Networks. ICONS William Severa, Ryan Dellana, Craig M. Vineyard
2020	—	`conf`	Evaluating complexity and resilience trade-offs in emerging memory inference machines. NICE Christopher H. Bennett, Ryan Dellana, T. Patrick Xiao, Ben Feinberg, Sapan Agarwal, Suma Cardwell, Matthew J. Marinella, William Severa, Brad Aimone
2020	J	`jnl`	Evaluating complexity and resilience trade-offs in emerging memory inference machines. CoRR Christopher H. Bennett, Ryan Dellana, T. Patrick Xiao, Ben Feinberg, Sapan Agarwal, Suma Cardwell, Matthew J. Marinella, William Severa, Brad Aimone
2020	B	`conf`	Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment. IJCNN 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
2020	J	`jnl`	Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment. CoRR 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
2020	B	`conf`	Provable Neuromorphic Advantages for Computing Shortest Paths. SPAA James B. Aimone, Yang Ho, Ojas Parekh, Cynthia A. Phillips, Ali Pinar, William Severa, Yipu Wang
2020	—	`conf`	Solving a steady-state PDE using spiking networks and neuromorphic hardware. ICONS J. Darby Smith, William Severa, Aaron J. Hill, Leah Reeder, Brian Franke, Richard B. Lehoucq, Ojas D. Parekh, James B. Aimone
2020	J	`jnl`	Solving a steady-state PDE using spiking networks and neuromorphic hardware. CoRR J. Darby Smith, William Severa, Aaron J. Hill, Leah Reeder, Brian Franke, Richard B. Lehoucq, Ojas D. Parekh, James B. Aimone
2020	B	`conf`	Truly Heterogeneous HPC: Co-design to Achieve What Science Needs from HPC. SMC Suma George Cardwell, Craig M. Vineyard, William Severa, Frances S. Chance, Fredrick H. Rothganger, Felix Wang, Srideep Musuvathy, Corinne Teeter, James B. Aimone
2019	J	`jnl`	Composing Neural Algorithms with Fugu. CoRR James B. Aimone, William Severa, Craig M. Vineyard
2019	—	`conf`	Composing neural algorithms with Fugu. ICONS James B. Aimone, William Severa, Craig M. Vineyard
2019	—	`conf`	Dynamic Programming with Spiking Neural Computing. ICONS James B. Aimone, Ojas Parekh, Cynthia A. Phillips, Ali Pinar, William Severa, Helen Xu
2019	J	`jnl`	Training deep neural networks for binary communication with the Whetstone method. Nat. Mach. Intell. William Severa, Craig M. Vineyard, Ryan Dellana, Stephen J. Verzi, James B. Aimone
2018	J	`jnl`	Making BREAD: Biomimetic strategies for Artificial Intelligence Now and in the Future. CoRR Jeffrey L. Krichmar, William Severa, Salar M. Khan, James Leland Olds
2018	B	`conf`	Spiking Neural Algorithms for Markov Process Random Walk. IJCNN William Severa, Rich Lehoucq, Ojas Parekh, James B. Aimone
2018	J	`jnl`	Spiking Neural Algorithms for Markov Process Random Walk. CoRR William Severa, Rich Lehoucq, Ojas Parekh, James B. Aimone
2018	J	`jnl`	Whetstone: A Method for Training Deep Artificial Neural Networks for Binary Communication. CoRR William Severa, Craig M. Vineyard, Ryan Dellana, Stephen J. Verzi, James B. Aimone
2017	J	`jnl`	A Combinatorial Model for Dentate Gyrus Sparse Coding. Neural Comput. William Severa, Ojas Parekh, Conrad D. James, James B. Aimone
2017	—	`conf`	A Spike-Timing Neuromorphic Architecture. ICRC 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
2017	—	`conf`	Neural computing for scientific computing applications: more than just machine learning. NCS James B. Aimone, Ojas Parekh, William Severa
2016	—	`conf`	Spiking network algorithms for scientific computing. ICRC William Severa, Ojas Parekh, Kristofor D. Carlson, Conrad D. James, James B. Aimone
2012	J	`jnl`	Avoiding abelian squares in partial words. J. Comb. Theory A Francine Blanchet-Sadri, Jane I. Kim, Robert Mercas, William Severa, Sean Simmons, Dimin Xu
2010	C	`conf`	Abelian Square-Free Partial Words. LATA Francine Blanchet-Sadri, Jane I. Kim, Robert Mercas, William Severa, Sean Simmons