Prasanna Date - RankMe

61 papers B 3C 1Misc 5Journal 27Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adiabatic quantum support vector machines. Quantum Mach. Intell. Prasanna Date, Dong Jun Woun, Kathleen E. Hamilton, Eduardo Antonio Coello Pérez, Mayanka Chandrashekar, Francisco Rios, John Gounley, In-Saeng Suh, Travis S. Humble, Georgia D. Tourassi
2025	J	`jnl`	Defining quantum-ready primitives for hybrid HPC-QC supercomputing: a case study in Hamiltonian simulation. Frontiers Comput. Sci. Andrea Delgado, Prasanna Date
2025	J	`jnl`	NeuroCoreX: An Open-Source FPGA-Based Spiking Neural Network Emulator with On-Chip Learning. CoRR Ashish Gautam, Prasanna Date, Shruti R. Kulkarni, Robert M. Patton, Thomas E. Potok
2025	J	`jnl`	Neuromorphic Processor Employing FPGA Technology with Universal Interconnections. CoRR Pracheta Harlikar, Abdel-Hameed A. Badawy, Prasanna Date
2025	—	`conf`	ReSpike: A Co-Design Framework for Evaluating SNNs on ReRAM-Based Neuromorphic Processors. Euro-Par (2) Kazi Asifuzzaman, Aaron R. Young, Prasanna Date, Shruti R. Kulkarni, Narasinga Rao Miniskar, Matthew J. Marinella, Jeffrey S. Vetter
2024	—	`conf`	A Suppression-based STDP Rule Resilient to Jitter Noise in Spike Patterns for Neuromorphic Computing. ICONS Ashish Gautam, Takashi Kohno, Prasanna Date, Robert M. Patton, Thomas E. Potok
2024	J	`jnl`	Adiabatic Quantum Support Vector Machines. CoRR Prasanna Date, Dong Jun Woun, Kathleen E. Hamilton, Eduardo Antonio Coello Pérez, Mayanka Chandra Shekar, Francisco Rios, John Gounley, In-Saeng Suh, Travis S. Humble, Georgia D. Tourassi
2024	—	`conf`	Neuro-Spark: A Submicrosecond Spiking Neural Networks Architecture for In-Sensor Filtering. ICONS Narasinga Rao Miniskar, Aaron R. Young, Kazi Asifuzzaman, Shruti R. Kulkarni, Prasanna Date, Alice Bean, Jeffrey S. Vetter
2024	B	`conf`	iFair: Achieving Fairness in the Allocation of Scarce Resources for Senior Health Care. SMARTCOMP Modeste Mefenya Kenne, Prasanna Date, Ronald T. Eguchi, Zhenghui Hu, Julie Rousseau, Nalini Venkatasubramanian
2023	Misc	`conf`	A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices. QCE Jinyang Li, Zhepeng Wang, Zhirui Hu, Prasanna Date, Ang Li, Weiwen Jiang
2023	J	`jnl`	A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices. CoRR Jinyang Li, Zhepeng Wang, Zhirui Hu, Prasanna Date, Ang Li, Weiwen Jiang
2023	J	`jnl`	Abisko: Deep codesign of an architecture for spiking neural networks using novel neuromorphic materials. Int. J. High Perform. Comput. Appl. 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
2023	Misc	`conf`	Adiabatic Quantum Support Vector Machines. QCE Dong Jun Woun, Prasanna Date
2023	—	`conf`	An FPGA-Based Neuromorphic Processor with All-to-All Connectivity. ICRC Disha Maheshwari, Aaron R. Young, Prasanna Date, Shruti R. Kulkarni, Brett Witherspoon, Narasinga Rao Miniskar
2023	—	`conf`	Arithmetic Primitives for Efficient Neuromorphic Computing. ICRC Ahna Wurm, Rebecca Seay, Prasanna Date, Shruti R. Kulkarni, Aaron R. Young, Jeffrey S. Vetter
2023	J	`jnl`	Bridging HPC and Quantum Systems using Scientific Workflows. CoRR Samuel T. Bieberich, Ketan C. Maheshwari, Sean R. Wilkinson, Prasanna Date, In-Saeng Suh, Rafael Ferreira da Silva
2023	Misc	`conf`	Characterizing Quantum Classifier Utility in Natural Language Processing Workflows. QCE Kathleen E. Hamilton, Mayanka Chandra Shekar, John Gounley, Dhanvi Bharadwaj, Prasanna Date, Eduardo Antonio Coello Pérez, In-Saeng Suh, Georgia D. Tourassi
2023	C	`conf`	Hyperparameter Optimization and Feature Inclusion in Graph Neural Networks for Spiking Implementation. ICMLA Guojing Cong, Shruti R. Kulkarni, Seung-Hwan Lim, Prasanna Date, Shay Snyder, Maryam Parsa, Dominic Kennedy, Catherine D. Schuman
2023	—	`conf`	On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments. ICONS 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
2023	J	`jnl`	On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments. CoRR 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
2023	—	`conf`	SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing. ICONS Prasanna Date, Chathika Gunaratne, Shruti R. Kulkarni, Robert M. Patton, Mark Coletti, Thomas E. Potok
2023	J	`jnl`	SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing. CoRR Prasanna Date, Chathika Gunaratne, Shruti R. Kulkarni, Robert M. Patton, Mark Coletti, Thomas E. Potok
2022	J	`jnl`	A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification. CoRR Davis Arthur, Prasanna Date
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	J	`jnl`	Encoding Integers and Rationals on Neuromorphic Computers using Virtual Neuron. CoRR Prasanna Date, Shruti R. Kulkarni, Aaron R. Young, Catherine D. Schuman, Thomas E. Potok, Jeffrey S. Vetter
2022	Misc	`conf`	Hybrid Quantum-Classical Neural Networks. QCE Davis Arthur, Prasanna Date
2022	—	`ed.`	ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27 - 29, 2022 ICONS Thomas E. Potok, Catherine D. Schuman, Melika Payvand, Prasanna Date, Shruti R. Kulkarni, Yiran Chen, Robinson E. Pino, Brad Aimone, Mutsumi Kimura, Gregory Cohen, David Whittaker, Gordon Hirsch Wilson
2022	—	`conf`	Neuromorphic Computing for Scientific Applications. RSDHA@SC 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
2022	—	`conf`	Neuromorphic Computing is Turing-Complete. ICONS Prasanna Date, Thomas E. Potok, Catherine D. Schuman, Bill Kay
2022	J	`jnl`	Opportunities for neuromorphic computing algorithms and applications. Nat. Comput. Sci. Catherine D. Schuman, Shruti R. Kulkarni, Maryam Parsa, J. Parker Mitchell, Prasanna Date, Bill Kay
2022	J	`jnl`	Publisher Correction: Opportunities for neuromorphic computing algorithms and applications. Nat. Comput. Sci. Catherine D. Schuman, Shruti R. Kulkarni, Maryam Parsa, J. Parker Mitchell, Prasanna Date, Bill Kay
2022	—	`conf`	Semi-Supervised Graph Structure Learning on Neuromorphic Computers. ICONS Guojing Cong, Seung-Hwan Lim, Shruti R. Kulkarni, Prasanna Date, Thomas E. Potok, Shay Snyder, Maryam Parsa, Catherine D. Schuman
2022	—	`conf`	Virtual Neuron: A Neuromorphic Approach for Encoding Numbers. ICRC Prasanna Date, Shruti R. Kulkarni, Aaron R. Young, Catherine D. Schuman, Thomas E. Potok, Jeffrey S. Vetter
2021	J	`jnl`	Balanced k-means clustering on an adiabatic quantum computer. Quantum Inf. Process. Davis Arthur, Prasanna Date
2021	—	`conf`	Computational Complexity of Neuromorphic Algorithms. ICONS Prasanna Date, Bill Kay, Catherine D. Schuman, Robert M. Patton, Thomas E. Potok
2021	J	`jnl`	Controller-based Energy-Aware Wireless Sensor Network Routing using Quantum Algorithms. CoRR Jie Chen, Prasanna Date, Nicholas Chancellor, Mohammed Atiquzzaman, Cormac J. Sreenan
2021	—	`conf`	Discriminating Quantum States with Quantum Machine Learning. ICRC David A. Quiroga, Prasanna Date, Raphael C. Pooser
2021	Misc	`conf`	Discriminating Quantum States with Quantum Machine Learning. QCE David A. Quiroga, Prasanna Date, Raphael C. Pooser
2021	J	`jnl`	Discriminating Quantum States with Quantum Machine Learning. CoRR David A. Quiroga, Prasanna Date, Raphael C. Pooser
2021	—	`ed.`	ICONS 2021: International Conference on Neuromorphic Systems 2021, Knoxville, TN, USA, July 27-29, 2021 ICONS Thomas E. Potok, Melika Payvand, Catherine D. Schuman, Prasanna Date, Mutsumi Kimura, Cory E. Merkel, Brad Aimone, Sonia M. Buckley, Yiran Chen, Gregory Cohen, Todd Hylton, Robert M. Patton, Robinson E. Pino, Garrett S. Rose
2021	—	`conf`	Neuromorphic Computing for Autonomous Racing. ICONS 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
2021	J	`jnl`	Neuromorphic Computing is Turing-Complete. CoRR Prasanna Date, Catherine D. Schuman, Bill Kay, Thomas E. Potok
2021	—	`conf`	Neuromorphic Graph Algorithms: Cycle Detection, Odd Cycle Detection, and Max Flow. ICONS Bill Kay, Catherine D. Schuman, Jade O'Connor, Prasanna Date, Thomas E. Potok
2021	—	`conf`	Sparse Binary Matrix-Vector Multiplication on Neuromorphic Computers. IPDPS Workshops Catherine D. Schuman, Bill Kay, Prasanna Date, Ramakrishnan Kannan, Piyush Sao, Thomas E. Potok
2020	J	`jnl`	Adiabatic Quantum Linear Regression. CoRR Prasanna Date, Thomas E. Potok
2020	J	`jnl`	Adiabatic Quantum Optimization Fails to Solve the Knapsack Problem. CoRR Lauren Pusey-Nazzaro, Prasanna Date
2020	J	`jnl`	Balanced k-Means Clustering on an Adiabatic Quantum Computer. CoRR Davis Arthur, Prasanna Date
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	—	`conf`	Modeling epidemic spread with spike-based models. ICONS Kathleen E. Hamilton, Prasanna Date, Bill Kay, Catherine D. Schuman
2020	—	`conf`	Neuromorphic Graph Algorithms: Extracting Longest Shortest Paths and Minimum Spanning Trees. NICE Bill Kay, Prasanna Date, Catherine D. Schuman
2020	J	`jnl`	QUBO Formulations for Training Machine Learning Models. CoRR Prasanna Date, Davis Arthur, Lauren Pusey-Nazzaro
2020	J	`jnl`	Quantum Discriminator for Binary Classification. CoRR Prasanna Date
2020	B	`conf`	Resilience and Robustness of Spiking Neural Networks for Neuromorphic Systems. IJCNN Catherine D. Schuman, J. Parker Mitchell, J. Travis Johnston, Maryam Parsa, Bill Kay, Prasanna Date, Robert M. Patton
2020	—	`conf`	Spike-based graph centrality measures. ICONS Kathleen E. Hamilton, Tiffany M. Mintz, Prasanna Date, Catherine D. Schuman
2020	—	`conf`	Training Deep Neural Networks with Constrained Learning Parameters. ICRC Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail
2020	J	`jnl`	Training Deep Neural Networks with Constrained Learning Parameters. CoRR Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail
2019	—	`—`	Combinatorial neural network training algorithm for neuromorphic computing. Prasanna Date
2019	J	`jnl`	Efficiently embedding QUBO problems on adiabatic quantum computers. Quantum Inf. Process. Prasanna Date, Robert M. Patton, Catherine D. Schuman, Thomas E. Potok
2018	—	`conf`	Efficient Classification of Supercomputer Failures Using Neuromorphic Computing. SSCI Prasanna Date, Christopher D. Carothers, James A. Hendler, Malik Magdon-Ismail
2016	—	`conf`	Design Index for Deep Neural Networks. BICA Prasanna Date, James A. Hendler, Christopher D. Carothers