@inproceedings{ducasse:hal-03085342, TITLE = {{Benchmarking Quantized Neural Networks on FPGAs with FINN}}, AUTHOR = {Ducasse, Quentin and Cotret, Pascal and Lagadec, Lo{\"i}c and Stewart, Rob}, URL = {https://hal.science/hal-03085342}, BOOKTITLE = {{DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures}}, ADDRESS = {Grenoble, France}, YEAR = {2021}, MONTH = Feb, KEYWORDS = {Machine Learning ; Neural Networks ; Mixed Precision ; FPGA}, PDF = {https://hal.science/hal-03085342/file/article_IEEE.pdf}, HAL_ID = {hal-03085342}, HAL_VERSION = {v1}, }