Prasanna Date

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 51

Top Topics

Scarce Resources

Minimum Spanning Trees

Machine Learning Models

Top Venues

Publications

Modeste Mefenya Kenne, Prasanna Date, Ronald T. Eguchi, ZhengHui Hu, Julie Rousseau, Nalini Venkatasubramanian
iFair: Achieving Fairness in the Allocation of Scarce Resources for Senior Health Care. SMARTCOMP (2024)
Prasanna Date, Dong Jun Woun, Kathleen E. Hamilton, Eduardo Antonio Coello Pérez, Mayanka Chandra Shekar, Francisco Rios, John Gounley, In-Saeng Suh, Travis Humble, Georgia D. Tourassi
Adiabatic Quantum Support Vector Machines. CoRR (2024)
Prasanna Date, Chathika Gunaratne, Shruti R. Kulkarni, Robert M. Patton, Mark Coletti, Thomas E. Potok
SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing. ICONS (2023)
Dong Jun Woun, Prasanna Date
Adiabatic Quantum Support Vector Machines. QCE (2023)
Jeffrey S. Vetter, Prasanna Date, Farah Fahim, Shruti R. Kulkarni, Petro Maksymovych, A. Alec Talin, Marc González Tallada, Pruek Vanna-Iampikul, Aaron R. Young, David Brooks, Yu Cao, Gu-Yeon Wei, Sung Kyu Lim, Frank Liu, Matthew J. Marinella, Bobby G. Sumpter, Narasinga Rao Miniskar
Abisko: Deep codesign of an architecture for spiking neural networks using novel neuromorphic materials. Int. J. High Perform. Comput. Appl. 37 (3-4) (2023)
Samuel T. Bieberich, Ketan C. Maheshwari, Sean R. Wilkinson, Prasanna Date, In-Saeng Suh, Rafael Ferreira da Silva
Bridging HPC and Quantum Systems using Scientific Workflows. CoRR (2023)
Ahna Wurm, Rebecca Seay, Prasanna Date, Shruti R. Kulkarni, Aaron R. Young, Jeffrey S. Vetter
Arithmetic Primitives for Efficient Neuromorphic Computing. ICRC (2023)
Prasanna Date, Chathika Gunaratne, Shruti Kulkarni, Robert M. Patton, Mark Coletti, Thomas E. Potok
SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing. CoRR (2023)
Shruti R. Kulkarni, Aaron R. Young, Prasanna Date, Narasinga Rao Miniskar, Jeffrey S. Vetter, Farah Fahim, Benjamin Parpillon, Jennet Dickinson, Nhan Tran, Jieun Yoo, Corrinne Mills, Morris Swartz, Petar Maksimovic, Catherine D. Schuman, Alice Bean
On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments. CoRR (2023)
Guojing Cong, Shruti R. Kulkarni, Seung-Hwan Lim, Prasanna Date, Shay Snyder, Maryam Parsa, Dominic Kennedy, Catherine D. Schuman
Hyperparameter Optimization and Feature Inclusion in Graph Neural Networks for Spiking Implementation. ICMLA (2023)
Jinyang Li, Zhepeng Wang, Zhirui Hu, Prasanna Date, Ang Li, Weiwen Jiang
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices. CoRR (2023)
Shruti R. Kulkarni, Aaron R. Young, Prasanna Date, Narasinga Rao Miniskar, Jeffrey S. Vetter, Farah Fahim, Benjamin Parpillon, Jennet Dickinson, Nhan Tran, Jieun Yoo, Corrinne Mills, Morris Swartz, Petar Maksimovic, Catherine D. Schuman, Alice Bean
On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments. ICONS (2023)
Disha Maheshwari, Aaron R. Young, Prasanna Date, Shruti R. Kulkarni, Brett Witherspoon, Narasinga Rao Miniskar
An FPGA-Based Neuromorphic Processor with All-to-All Connectivity. ICRC (2023)
Kathleen E. Hamilton, Mayanka Chandra Shekar, John Gounley, Dhanvi Bharadwaj, Prasanna Date, Eduardo Antonio Coello Pérez, In-Saeng Suh, Georgia D. Tourassi
Characterizing Quantum Classifier Utility in Natural Language Processing Workflows. QCE (2023)
Jinyang Li, Zhepeng Wang, Zhirui Hu, Prasanna Date, Ang Li, Weiwen Jiang
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices. QCE (2023)
Davis Arthur, Prasanna Date
Hybrid Quantum-Classical Neural Networks. QCE (2022)
Catherine D. Schuman, Shruti R. Kulkarni, Maryam Parsa, J. Parker Mitchell, Prasanna Date, Bill Kay
Opportunities for neuromorphic computing algorithms and applications. Nat. Comput. Sci. 2 (1) (2022)
Prasanna Date, Shruti R. Kulkarni, Aaron R. Young, Catherine D. Schuman, Thomas E. Potok, Jeffrey S. Vetter
Encoding Integers and Rationals on Neuromorphic Computers using Virtual Neuron. CoRR (2022)
Catherine D. Schuman, Shruti R. Kulkarni, Maryam Parsa, J. Parker Mitchell, Prasanna Date, Bill Kay
Publisher Correction: Opportunities for neuromorphic computing algorithms and applications. Nat. Comput. Sci. 2 (3) (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)
Davis Arthur, Prasanna Date
A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification. CoRR (2022)
Prasanna Date, Thomas E. Potok, Catherine D. Schuman, Bill Kay
Neuromorphic Computing is Turing-Complete. ICONS (2022)
Guojing Cong, Seung-Hwan Lim, Shruti R. Kulkarni, Prasanna Date, Thomas E. Potok, Shay Snyder, Maryam Parsa, Catherine D. Schuman
Semi-Supervised Graph Structure Learning on Neuromorphic Computers. ICONS (2022)
Robert M. Patton, Prasanna Date, Shruti R. Kulkarni, Chathika Gunaratne, Seung-Hwan Lim, Guojing Cong, Steven R. Young, Mark Coletti, Thomas E. Potok, Catherine D. Schuman
Neuromorphic Computing for Scientific Applications. RSDHA@SC (2022)
Prasanna Date, Shruti R. Kulkarni, Aaron R. Young, Catherine D. Schuman, Thomas E. Potok, Jeffrey S. Vetter
Virtual Neuron: A Neuromorphic Approach for Encoding Numbers. ICRC (2022)
Bill Kay, Catherine D. Schuman, Jade O'Connor, Prasanna Date, Thomas E. Potok
Neuromorphic Graph Algorithms: Cycle Detection, Odd Cycle Detection, and Max Flow. ICONS (2021)
Davis Arthur, Prasanna Date
Balanced k-means clustering on an adiabatic quantum computer. Quantum Inf. Process. 20 (9) (2021)
David Quiroga, Prasanna Date, Raphael C. Pooser
Discriminating Quantum States with Quantum Machine Learning. QCE (2021)
Prasanna Date, Bill Kay, Catherine D. Schuman, Robert M. Patton, Thomas E. Potok
Computational Complexity of Neuromorphic Algorithms. ICONS (2021)
David Quiroga, Prasanna Date, Raphael C. Pooser
Discriminating Quantum States with Quantum Machine Learning. ICRC (2021)
Robert M. Patton, Catherine D. Schuman, Shruti R. Kulkarni, Maryam Parsa, J. Parker Mitchell, Nicholas Quentin Haas, Christopher G. Stahl, Spencer Paulissen, Prasanna Date, Thomas E. Potok, Shay Sneider
Neuromorphic Computing for Autonomous Racing. ICONS (2021)
David Quiroga, Prasanna Date, Raphael C. Pooser
Discriminating Quantum States with Quantum Machine Learning. CoRR (2021)
Prasanna Date, Catherine D. Schuman, Bill Kay, Thomas E. Potok
Neuromorphic Computing is Turing-Complete. CoRR (2021)
Jie Chen, Prasanna Date, Nicholas Chancellor, Mohammed Atiquzzaman, Cormac Sreenan
Controller-based Energy-Aware Wireless Sensor Network Routing using Quantum Algorithms. CoRR (2021)
Catherine D. Schuman, Bill Kay, Prasanna Date, Ramakrishnan Kannan, Piyush Sao, Thomas E. Potok
Sparse Binary Matrix-Vector Multiplication on Neuromorphic Computers. IPDPS Workshops (2021)
Kathleen E. Hamilton, Prasanna Date, Bill Kay, Catherine D. Schuman
Modeling epidemic spread with spike-based models. ICONS (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)
Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail
Training Deep Neural Networks with Constrained Learning Parameters. CoRR (2020)
Prasanna Date
Quantum Discriminator for Binary Classification. CoRR (2020)
Bill Kay, Prasanna Date, Catherine D. Schuman
Neuromorphic Graph Algorithms: Extracting Longest Shortest Paths and Minimum Spanning Trees. NICE (2020)
Catherine D. Schuman, J. Parker Mitchell, J. Travis Johnston, Maryam Parsa, Bill Kay, Prasanna Date, Robert M. Patton
Resilience and Robustness of Spiking Neural Networks for Neuromorphic Systems. IJCNN (2020)
Kathleen E. Hamilton, Tiffany M. Mintz, Prasanna Date, Catherine D. Schuman
Spike-based graph centrality measures. ICONS (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)
Prasanna Date, Davis Arthur, Lauren Pusey-Nazzaro
QUBO Formulations for Training Machine Learning Models. CoRR (2020)
Lauren Pusey-Nazzaro, Prasanna Date
Adiabatic Quantum Optimization Fails to Solve the Knapsack Problem. CoRR (2020)
Davis Arthur, Prasanna Date
Balanced k-Means Clustering on an Adiabatic Quantum Computer. CoRR (2020)
Prasanna Date, Thomas E. Potok
Adiabatic Quantum Linear Regression. CoRR (2020)
Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail
Training Deep Neural Networks with Constrained Learning Parameters. ICRC (2020)
Prasanna Date, Robert M. Patton, Catherine D. Schuman, Thomas E. Potok
Efficiently embedding QUBO problems on adiabatic quantum computers. Quantum Inf. Process. 18 (4) (2019)
Prasanna Date, Christopher D. Carothers, James A. Hendler, Malik Magdon-Ismail
Efficient Classification of Supercomputer Failures Using Neuromorphic Computing. SSCI (2018)
Prasanna Date, James A. Hendler, Christopher D. Carothers
Design Index for Deep Neural Networks. BICA (2016)