In this paper we describe a machine vision Neural Net al.gorithm implemented in a FPGA. The algorithm is trained on a hand written digit MNIST dataset. For Neural Net Intellectual Property generation it is used the hls4ml library, which is a really powerful tool for fast implementation of Neural Net on FPGA.
Neural Nets on FPGA a Machine Vision Algorithm Applied On MNIST Dataset Using Hls4ml Library / Alfonsi F.; Gabrielli A.; Ronchieri E.. - ELETTRONICO. - 12253:(2020), pp. 597-605. (Intervento presentato al convegno 20th International Conference on Computational Science and Its Applications, ICCSA 2020 tenutosi a italia nel 2020) [10.1007/978-3-030-58814-4_46].
Neural Nets on FPGA a Machine Vision Algorithm Applied On MNIST Dataset Using Hls4ml Library
Alfonsi F.
;Gabrielli A.;Ronchieri E.
2020
Abstract
In this paper we describe a machine vision Neural Net al.gorithm implemented in a FPGA. The algorithm is trained on a hand written digit MNIST dataset. For Neural Net Intellectual Property generation it is used the hls4ml library, which is a really powerful tool for fast implementation of Neural Net on FPGA.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
