EurekAlert!

New quantum encoding methods slash circuit complexity in machine learning

This diagram illustrates how the team reduces quantum circuit complexity in machine learning using three encoding methods—variational, genetic, and matrix product state algorithms. All methods ...
AZoQuantum

EVP of Integrated Quantum Technologies Publishes White Paper on Privacy-Preserving Machine Learning Without Performance Trade-Offs

Integrated Cyber Solutions Inc., doing business as Integrated Quantum Technologies ("IQT"), announced the publication of a ...
Georgia Tech News Center

Machine Learning Encoder Improves Weather Forecasting and Tsunami Prediction

Ph.D. student Phillip Si and Assistant Professor Peng Chen developed Latent-EnSF, a technique that improves how ML models assimilate data to make predictions.
EurekAlert!

Orbital angular momentum-mediated machine learning for high-accuracy mode-feature encoding

a.The architecture of the all-optical CNN for OAM-mediated machine learning, which can be applied to encode a data-specific image into OAM states. The photonic neural network comprises a trainable ...
Quanta Magazine

What Is Machine Learning?

Machine learning is a subfield of artificial intelligence, which explores how to computationally simulate (or surpass) humanlike intelligence. While some AI techniques (such as expert systems) use ...