@article{nsflowanendtoendfpgaframeworkwith, title = {NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI}, author = {Hanchen Yang and Zishen Wan and Ritik Raj and Joongun Park and Ziwei Li and Ananda Samajdar and Arijit Raychowdhury and Tushar Krishna}, year = {2025}, eprint = {2504.19323}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.19323v2}, }