<p>➀ The ViTFOX project, led by Fraunhofer IPMS and European-Korean partners, develops a Vision-Transformer (ViT) architecture using ferroelectric oxides to achieve AI energy efficiency exceeding 50 TOPS/W for edge applications;</p><p>➁ The project integrates computing-in-memory technology to reduce latency and energy consumption, leveraging ferroelectric materials like HZO compatible with silicon-based devices;</p><p>➂ Cross-border collaboration aims to advance semiconductor innovation, combining European expertise in epitaxial ferroelectric junctions with Korean 3D FeRAM development to enhance hardware-software co-optimization.</p>