Center for Deep Learning in Electronics Manufacturing
Assembly Line
Center For Deep Learning In Electronics Manufacturing: Bringing Deep Learning To Production For Photomask Manufacturing
Five years later, CDLe has completed its mission by graduating more than 20 students from the alliance members and completing 30 DL projects, many of which are headed to or already in production. This contrasts with the opinion of industry luminaries in the 2023 annual eBeam Initiative survey in which only 22% of respondents thought that DL would be used in production in any stage of production mask making by 2023. CDLe and its participants have had more success with DL than the industry at large because of their approach: using digital twins to bridge the data gap that keeps DL prototypes from moving to production use and following a “recipe for DL success” that includes executive commitment, dedicated computing resources, and DL and domain experts.