公开(公告)号：US20250117651A1

公开(公告)日：2025-04-10

申请号：US18910448

申请日：2024-10-09

Applicant: STMicroelectronics International N. V.

Inventor： Pierre Demaj ,  Laurent Folliot

IPC: G06N3/08

Abstract: According to one aspect, a computer-implemented method compiles a first trained artificial neural network comprising at least one succession of layers including a depthwise convolutional layer, a saturated rectified linear unit layer, and a two-dimensional convolutional layer. The method comprises equalizing between layers, replacing the saturated rectified linear unit layer with an adaptive channel pruning layer to obtain an artificial neural network with a modified topology, tensor quantizing the layers of the artificial neural network with the modified topology, and compiling the quantized artificial neural network with the modified topology.