Intellectual Property India Publishes Patent Application for 'Methods And Apparatuses For Learning An Articifical Intelligence Or Machine Learning Model' Filed by Huawei Technologies Co. Ltd.

MUMBAI, India, May 30 -- Intellectual Property India has published a patent application (202527021660 A) filed by Huawei Technologies Co. Ltd., Guangdong, China, on March 11, for 'methods and apparatuses for learning an articifical intelligence or machine learning model.'

Inventor(s) include Tong Wen; Tang Hao; and Ma Jianglei.

The application for the patent was published on May 30, under issue no. 22/2025.

According to the abstract released by the Intellectual Property India: "Aspects of the present disclosure provide methods and apparatuses for learning an artificial intelligence or machine learning (AI/ML) model over a self organized topology to enable heterogeneous neural network structures in distributed AI/ML training processes and address problems such as data heterogeneity in conventional federated learning based (FL based) AI/ML training processes. A first node receives a first AI/ML model from a second node and transmits the first AI/ML mode and a model collection indicator to one or more nodes associated with the first node. The first node receives reports related to respective associated AI/ML models of its associated node (s) and generates based on the reports a second AI/ML model having a neural network (NN) structure equivalent to that of the first AI/ML model. However the AI/ML models of the first nodes associated node (s) may have NN structures that differ from the NN structure of the first and second AI/ML models."

The patent application was internationally filed on Aug. 18, 2022, under International application No.PCT/CN2022/113361.

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