Hardware-accelerated integrated optoelectronic platform towards real-time high-resolution hyperspectral video understanding.

ABSTRACT: Recent advancements in artificial intelligence have significantly expanded capabilities in processing language and images. However, the challenge of comprehensively understanding video content still needs to be solved. The main problem is the requirement to process real-time multidimensional video information at data rates exceeding 1 Tb/s, a demand that current hardware technologies cannot meet. This work introduces a hardware-accelerated integrated optoelectronic platform specifically designed for the real-time analysis of multidimensional video. By leveraging optical information processing within artificial intelligence hardware and combining it with advanced machine vision networks, the platform achieves data processing speeds of 1.2 Tb/s. This capability supports the analysis of hundr

SUBMITTER: Makarenko M 

PROVIDER: S-EPMC11327253 | biostudies-literature | 2024 Aug

REPOSITORIES: biostudies-literature