@article{optimizingneuralnetworkswithlearnablenon, title = {Optimizing Neural Networks with Learnable Non-Linear Activation Functions via Lookup-Based FPGA Acceleration}, author = {Mengyuan Yin and Benjamin Chen Ming Choong and Chuping Qu and Rick Siow Mong Goh and Weng-Fai Wong and Tao Luo}, year = {2025}, eprint = {2508.17069}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.17069}, }