output
20052026
most citedOpportunities and challenges for quantum-assisted machine learning in near-term quantum computers

269 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2017Show all

3 papers · 1 filter

quant-ph2017★ 95 cited

Quantum-assisted Helmholtz machines: A quantum-classical deep learning framework for industrial datasets in near-term devices

Marcello Benedetti, John Realpe-Gómez, Alejandro Perdomo-Ortiz

Machine learning has been presented as one of the key applications for near-term quantum technologies, given its high commercial value and wide range of applicability. In this work…

quant-ph2017★ 269 cited

Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers

Alejandro Perdomo-Ortiz, Marcello Benedetti, John Realpe-Gómez +1

With quantum computing technologies nearing the era of commercialization and quantum supremacy, machine learning (ML) appears as one of the promising "killer" applications. Despite…

math-ph2017

Riccati-Ermakov systems and explicit solutions for variable coefficient reaction-diffusion equations

E. Pereira, E. Suazo, J. Trespalacios

We present several families of nonlinear reaction diffusion equations with variable coefficients including Fisher-KPP and Burgers type equations. Special exact solutions such as tr…