Serialisierungsvorrichtung für Faltungsfilterung

Details

Veröffentlichungs-Nr.

EP4764954

Anmeldetag

23. Dezember 2024

Veröffentlichung

24. Juni 2026

Rechtsraum

EP

IPC

G06N3/063, G06N3/0464

Abstract

There is provided a serializer (3) configured to receive an input feature map represented by a Q-dimensional tensor and to convert the received input feature map into a series of 1D vectors, each corresponding to a convolutional patch. The serializer comprises a memory device (300) comprising a plurality of ports and of memory banks adapted to store data words, the ports comprising a least a write port and at least two read ports. The serializer (3) is adapted to perform write operations consisting in writing a number of 1D vectors to a number of banks of said memory device (300) using the writing port, while being adapted for reading in parallel convolutional patches corresponding to stored 1D vectors from banks of the memory device (300) using the at least two reading ports, the extracted convolutional patches being fed to a convolutional filtering device (90) implementing convolutional filters.

Anmelder

Firma

Institut Mines Telecom

Land

🇫🇷 Frankreich

Fachgebiete