Prasanna Date

Oak Ridge National Laboratory — United States

Engineering · Physical Sciences

15h-index1.6kcitations69works1.02yr avg
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Research Topics

Advanced Memory and Neural Computing(33), Quantum Computing Algorithms and Architecture(27), Ferroelectric and Negative Capacitance Devices(26), Quantum Information and Cryptography(18), Neural Networks and Reservoir Computing(17)

Publications69 total

Neuromorphic Processor Employing FPGA Technology with Universal Interconnections
arXiv (Cornell University)·2025Open Access
Adiabatic Quantum Linear Optimal Control for Discrete Time Dynamical Systems
2025
ReSpike: A Co-Design Framework for Evaluating SNNs on ReRAM-Based Neuromorphic Processors
Lecture notes in computer science·2025· 1 cited
NeuroCoreX: An Open-Source FPGA-Based Spiking Neural Network Emulator with On-Chip Learning
arXiv (Cornell University)·2025Open Access
Adiabatic quantum support vector machines
Quantum Machine Intelligence·2025· 2 cited
Defining quantum-ready primitives for hybrid HPC-QC supercomputing: a case study in Hamiltonian simulation
Frontiers in Computer Science·2025· 2 citedOpen Access
NeuroCoreX: Brain-Inspired Computing from Code to Circuit
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2025Open Access
A Suppression-based STDP Rule Resilient to Jitter Noise in Spike Patterns for Neuromorphic Computing
2024
Neuro-Spark: A Submicrosecond Spiking Neural Networks Architecture for In-Sensor Filtering
2024
iFair: Achieving Fairness in the Allocation of Scarce Resources for Senior Health Care
2024· 1 citedOpen Access
Adiabatic Quantum Support Vector Machines
arXiv (Cornell University)·2024Open Access
Quantum discriminator for binary classification
Scientific Reports·2024· 7 citedOpen Access
MAQ: Machine Learning on Adiabatic Quantum Computers
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2024Open Access
Hyperparameter Optimization and Feature Inclusion in Graph Neural Networks for Spiking Implementation
2023· 6 citedOpen Access
Arithmetic Primitives for Efficient Neuromorphic Computing
2023· 3 citedOpen Access
An FPGA-Based Neuromorphic Processor with All-to-All Connectivity
2023· 4 citedOpen Access
IEEE Transactions on Neural Networks and Learning Systems Publication Information
IEEE Transactions on Neural Networks and Learning Systems·2023Open Access
Bridging HPC and Quantum Systems using Scientific Workflows
arXiv (Cornell University)·2023· 2 citedOpen Access
Characterizing Quantum Classifier Utility in Natural Language Processing Workflows
2023· 1 citedOpen Access
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices
2023· 13 citedOpen Access
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Frequent Co-authors

Catherine D. Schuman(21), Shruti Kulkarni(14), Thomas E. Potok(12), Bill Kay(11), Maryam Parsa(8), Robert M. Patton(7), Kathleen E. Hamilton(7), Aaron Young(6), J. Parker Mitchell(5), Davis Arthur(5), Jeffrey S. Vetter(5), Raphael C. Pooser(3), Guojing Cong(3), Seung–Hwan Lim(3), Andrea Delgado(3), In‐Saeng Suh(3), William Severa(2), Shay Snyder(2), Thomas Potok(2), Lauren Pusey-Nazzaro(2)