Rekonfigurierbare Hardware und Verfahren zur Sparsity-Basierten Verlustlosen und Quasi Verlustlosen Dekomprimierung Fliegender Neuronaler Netze

Details

Veröffentlichungs-Nr.

EP4797155

Anmeldetag

24. Februar 2026

Veröffentlichung

26. August 2026

Rechtsraum

EP

Abstract

A neural processing unit implements a neural network and includes a decompression unit including a plurality of decompression cores. During operation of the neural network, compressed kernel data is streamed from an onboard storage to the decompression unit. The decompression unit includes multiple decompression cores. The decompression unit selectively configures the decompression cores to utilize a plurality of decompression algorithms and switches between the multiple decompression algorithms on-the-fly to properly decompress the compressed kernel data in a lossless manner.

Anmelder

Firma

STMicroelectronics International N.V.

Land

🇨🇭 Schweiz