公开(公告)号：US20240232587A1

公开(公告)日：2024-07-11

申请号：US18429690

申请日：2024-02-01

Applicant: Samsung Electronics Co., Ltd.

Inventor： Srinivas Soumitri MIRIYALA ,  Efthymia TSAMOURA ,  Shah Ayub QUADRI ,  Vikram Nelvoy RAJENDIRAN ,  Venkappa MALA

IPC: G06N3/047 ,  G06N7/01

CPC classification number: G06N3/047 ,  G06N7/01

Abstract: A method and an electronic device for neuro-symbolic learning of an artificial intelligence (AI) model are provided. The method includes receiving input data including various contents and determining in an output of the AI model a predicted probability for each of the contents of the input data, determining a neural loss of the AI model by comparing the predicted probability with a predefined desired probability, determining a symbolic loss for the AI model by comparing the predicted probability with a pre-determined undesired probability, determining weights of a plurality of layers of the AI model, and updating the weights of the plurality of layers of the AI model based on the neural loss and the symbolic loss.