Strong-classifier Quantum Annealing Device (SQUAD)

Abstract

Strong-classifier Quantum Annealing Device (SQUAD) is a system that creates a strong classifier from thousands of base classifiers by developing embedding-less implementations on an optimized D-Wave 2000Q machine. The SQUAD Final Report documents the design of our classifier system and discusses our results and analysis.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Dec 01, 2020
Accession Number
AD1118865

Entities

People

  • Andrew Spisak.
  • Bill Thistleton
  • Eduardo Barerra
  • Paul Hemphill

Tags

Communities of Interest

  • Air Platforms
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force
  • Air Force Research Laboratories
  • Algorithms
  • Annealing
  • Data Science
  • Data Sets
  • Detectors
  • Embedding
  • Information Science
  • Machine Learning
  • Magnetic Fields
  • Neural Networks
  • Quantum Algorithms
  • Quantum Computers
  • Quantum Computing
  • Quantum Information
  • Quantum Information Science

Fields of Study

  • Computer science
  • Physics

Readers

  • Military Training and Readiness Simulation
  • Neural Network Machine Learning.
  • Superconducting Magnet Technology

Technology Areas

  • Quantum Computing