公开(公告)号：US20250111232A1

公开(公告)日：2025-04-03

申请号：US18476729

申请日：2023-09-28

Applicant: QUALCOMM Incorporated

Inventor： Tycho VAN DER OUDERAA ,  Markus NAGEL ,  Marinus Willem VAN BAALEN ,  Tijmen Pieter Frederik BLANKEVOORT

IPC: G06N3/082

Abstract: An apparatus has one or more memories and one or more processor(s) coupled to the memories. The processor(s) is configured to estimate a local curvature of a loss landscape of a neural network. The processor(s) is also configured to dynamically allocate parameters to be removed from the neural network based on the local curvature. The processor(s) is further configured to update remaining weights of the neural network based on the parameters to be removed.