Intellectual Property India Publishes Patent Application for Legendre Memory Units In Recurrent Neural Networks

MUMBAI, India, July 13 -- Intellectual Property India has published a patent application (202418054822 A) filed by Applied Brain Research Inc. on July 18, 2024, for Legendre Memory Units In Recurrent Neural Networks.

Inventors include Voelker, Aaron R.; and Eliasmith, Christopher David.

The application for the patent was published on July 10, 2026, under issue no. 28/2026.

Abstract: Neural network architectures, with connection weights determined using Legendre Memory Unit equations, are trained while optionally keeping the determined weights fixed. Networks may use spiking or non-spiking activation functions, may be stacked or recurrently coupled with other neural network architectures, and may be implemented in software and hardware. E...