公开(公告)号：US20240265249A1

公开(公告)日：2024-08-08

申请号：US18105729

申请日：2023-02-03

Applicant: STMicroelectronics International N.V.

Inventor： Danilo Pietro Pau ,  Prem Kumar Ambrose

IPC: G06N3/08

CPC classification number: G06N3/08

Abstract: Methods, apparatuses, systems, and computer program products for artificial intelligence and machine learning for resource constrained devices and systems, including for classifier learning from a stream of data. A classifier may include a neural network comprised of a plurality of layers with each layer comprised of a plurality of neurons. The neural network may include a hidden layer comprised of a plurality of hidden neurons. In various embodiments, the size of the hidden layer may be constrained and the training of a hidden layer included removing one or more hidden neurons from the hidden layer.