The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 26, 2023
Filed:
Sep. 30, 2022
Nnaisense SA, Lugano, CH;
Hans Jürgen Schmidhuber, Savosa, CH;
Nnaisense SA, Lugano, CH;
Abstract
In a computer system that includes a trained recurrent neural network (RNN), a computer-based method includes: producing a copy of the trained RNN; producing a version of the RNN prior to any training; trying to solve a control task for the RNN with the copy of the trained RNN and with the untrained version of the RNN; and in response to the copy of the trained RNN or the untrained version of the RNN solving the task sufficiently well: retraining the trained RNN with one or more traces (sequences of inputs and outputs) from the solution; and retraining the trained RNN based on one or more traces associated with other prior control task solutions, as well as retraining the RNN based on previously observed traces to predict environmental inputs and other data (which maybe consequences of executed control actions).