AITopics | global optimum search

Collaborating Authors

global optimum search

Information about AI from the News, Publications, and Conferences

Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Global Optimum Search in Quantum Deep Learning

#artificialintelligenceAug-13-2020, 00:08:06 GMT

This paper aims to solve machine learning optimization problem by using quantum circuit. Two approaches, namely the average approach and the Partial Swap Test Cut-off method (PSTC) was proposed to search for the global minimum/maximum of two different objective functions. The current cost is O( ( Θ) N), but there is potential to improve PSTC further to O( ( Θ)· sublinear N) by enhancing the checking process.

global optimum search, machine learning, quantum deep learning, (1 more...)

#artificialintelligence

Technology:

Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.40)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.40)

Add feedback