no code implementations • 27 Apr 2024 • Pranav Gokhale, Caitlin Carnahan, William Clark, Frederic T. Chong
Recent work has shown the promise of applying deep learning to enhance software processing of radio frequency (RF) signals.
no code implementations • 26 Jul 2023 • Joshua Viszlai, Teague Tomesh, Pranav Gokhale, Eric Anschuetz, Frederic T. Chong
Recent work has proposed and explored using coreset techniques for quantum algorithms that operate on classical data sets to accelerate the applicability of these algorithms on near-term quantum devices.
1 code implementation • 21 Aug 2020 • Yongshan Ding, Pranav Gokhale, Sophia Fuhui Lin, Richard Rines, Thomas Propson, Frederic T. Chong
One of the key challenges in current Noisy Intermediate-Scale Quantum (NISQ) computers is to control a quantum system with high-fidelity quantum gates.
Quantum Physics
1 code implementation • 30 Apr 2020 • Teague Tomesh, Pranav Gokhale, Eric R. Anschuetz, Frederic T. Chong
However, for many natural data sets and algorithms, the overhead required to load the data set in superposition can erase any potential quantum speedup over classical algorithms.
2 code implementations • 23 Apr 2020 • Pranav Gokhale, Ali Javadi-Abhari, Nathan Earnest, Yunong Shi, Frederic T. Chong
Quantum computers are traditionally operated by programmers at the granularity of a gate-based instruction set.
Quantum Physics Systems and Control Systems and Control
no code implementations • 16 Jan 2020 • Kaiwen Gui, Teague Tomesh, Pranav Gokhale, Yunong Shi, Frederic T. Chong, Margaret Martonosi, Martin Suchara
Digital simulation of quantum dynamics by evaluating the time evolution of a Hamiltonian is the initially proposed application of quantum computing.
Quantum Physics
no code implementations • 31 Jul 2019 • Pranav Gokhale, Olivia Angiuli, Yongshan Ding, Kaiwen Gui, Teague Tomesh, Martin Suchara, Margaret Martonosi, Frederic T. Chong
Variational quantum eigensolver (VQE) is a promising algorithm suitable for near-term quantum machines.
Quantum Physics
1 code implementation • 4 Feb 2019 • Yunong Shi, Nelson Leung, Pranav Gokhale, Zane Rossi, David I. Schuster, Henry Hoffman, Fred T. Chong
To address this inefficiency, we propose a universal quantum compilation methodology that aggregates multiple logical operations into larger units that manipulate up to 10 qubits at a time.
no code implementations • 30 Aug 2017 • Ali Javadi-Abhari, Pranav Gokhale, Adam Holmes, Diana Franklin, Kenneth R. Brown, Margaret Martonosi, Frederic T. Chong
Quantum computing (QC) is at the cusp of a revolution.
Quantum Physics