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Prasanna Date

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Adiabatic Quantum Support Vector Machines

Jan 23, 2024
Prasanna Date, Dong Jun Woun, Kathleen Hamilton, Eduardo A. Coello Perez, Mayanka Chandra Shekhar, Francisco Rios, John Gounley, In-Saeng Suh, Travis Humble, Georgia Tourassi

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On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments

Jul 20, 2023
Shruti R. Kulkarni, Aaron 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

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A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices

Jul 19, 2023
Jinyang Li, Zhepeng Wang, Zhirui Hu, Prasanna Date, Ang Li, Weiwen Jiang

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SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing

May 04, 2023
Prasanna Date, Chathika Gunaratne, Shruti Kulkarni, Robert Patton, Mark Coletti, Thomas Potok

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Encoding Integers and Rationals on Neuromorphic Computers using Virtual Neuron

Aug 15, 2022
Prasanna Date, Shruti Kulkarni, Aaron Young, Catherine Schuman, Thomas Potok, Jeffrey Vetter

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A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification

Jan 11, 2022
Davis Arthur, Prasanna Date

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Discriminating Quantum States with Quantum Machine Learning

Dec 01, 2021
David Quiroga, Prasanna Date, Raphael C. Pooser

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Neuromorphic Computing is Turing-Complete

Apr 28, 2021
Prasanna Date, Catherine Schuman, Bill Kay, Thomas Potok

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Quantum Discriminator for Binary Classification

Sep 02, 2020
Prasanna Date

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