ALEXANDRIA, Va., April 15 -- United States Patent no. 12,602,586, issued on April 14, was assigned to ATOMBEAM TECHNOLGIES INC. (Moraga, Calif.).

"Supervisory neuron for continuously adaptive neural network" was invented by Brian Galvin (Silverdale, Wash.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system and method for real-time time series forecasting using a compound large codeword model with integrated supervisory neurons. The system processes diverse inputs through adaptive codebook generation and codeword allocation. A projection network fuses different data types, creating unified representations for a latent transformer-based machine learning core. The core contains local neural network regions ...