Verfahren und System zur Durchführung einer Multiratenfaltung in einem Neuronalen Netzwerk

Details

Veröffentlichungs-Nr.

EP4760596

Anmeldetag

20. Oktober 2025

Veröffentlichung

17. Juni 2026

Rechtsraum

EP

IPC

G06N3/045, G06N3/063

Abstract

The disclosure relates to a system for performing multi-rate convolution in a neural network is disclosed. The system may include a multi-rate convolution engine that may include a plurality of Multiply and Accumulator (MAC) modules. Each of the plurality of MAC modules may be configured to perform a convolution operation by applying a filter on image data, to generate convolution data. The system may further include a local controller coupled to the multi-rate convolution engine. The local controller may be configured to activate the multi-rate convolution engine to perform a multi-rate convolution. The multi-rate convolution may include receiving a first input signal indicative of a convolution rate, a feature size, and a network load, and selecting a set of MAC modules from the plurality of MAC modules, based on the convolution rate and a filter size, and causing the set of MAC modules to parallelly perform the convolution operation.

Anmelder

Firma

HCL Technologies Limited

Land

🇮🇳 Indien

Fachgebiete