The ACROSS project was present at the 33^rd International Conference on Field-Programmable Logic and Applications (FPL’23), organized by Chalmers University. The conference took place on September 4^th to 7^th, 2023, in Gothenburg, Sweden, with a thematic focus on “rapidly growing area of field-programmable logic and reconfigurable computing”.  All the main academic and industrial actors involved in this broadening domain were present. Most specifically, the conference hosted a session dedicated to innovations achieved in funded projects. ACROSS representative from LINKS Foundation presented the latest results and achievement in porting neuromorphic architecture (RANC) on Intel Stratix10 devices and showing scalability of the approach. Neuromorphic architectures are investigated in the ACROSS project as a mean for accelerating ML/DL models with a high level of energy efficiency (WP3). ACROSS representative also presented a poster summarizing all these results.