公开(公告)号：US12242894B2

公开(公告)日：2025-03-04

申请号：US18193635

申请日：2023-03-31

Applicant: Khalifa University of Science and Technology

Inventor： Athanasios Stouraitis ,  Sakellariou Vasileios ,  Vasileios Paliouras ,  Ioannis Kouretas ,  Hani Saleh

IPC: G06F9/50 ,  G06F7/72

Abstract: A device can be used to implement a neural network in hardware. The device can include a processor, a memory, and a neural network accelerator. The neural network accelerator can be configured to implement, in hardware, a neural network by using a residue number system (RNS). At least one function of the neural network can have a corresponding approximation in the RNS system, and the at least one function can be provided by implementing the corresponding approximation in hardware.