ALEXANDRIA, Va., June 10 -- United States Patent no. 12,294,392, issued on May 6, was assigned to ATOMBEAM TECHNOLOGIES INC (Moraga, Calif.).
"System and method for compressing and restoring data using hierarchical autoencoders and correlation networks" was invented by Brian Galvin (Silverdale, Wash.).
According to the abstract* released by the U.S. Patent & Trademark Office: "A system and method for compressing and restoring data using a hierarchical multi-level autoencoder architecture and correlation network. The system compresses data using a cascade of autoencoders, each focusing on different scales or features, allowing for efficient representation across various resolutions. Data restoration employs a corresponding hierarchical dec...