US Patent Issued to Robert Bosch on Feb. 17 for "Multivariate initialization for convolutional layers" (Pennsylvania Inventors)

ALEXANDRIA, Va., Feb. 17 -- United States Patent no. 12,555,198, issued on Feb. 17, was assigned to Robert Bosch GmbH (Germany).

"Multivariate initialization for convolutional layers" was invented by Asher Trockman (Pittsburgh) and Devin T. Willmott (Pittsburgh).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method of initializing and training a neural network having a plurality of layers includes defining a first function configured to generate a filter based on a plurality of variance values associated with respective pairs of parameters of the plurality of layers, calculating the plurality of variance values based on depths of respective layers of the plurality of layers such that the variance values inc...