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.
Alfonsi F., Gabrielli A., Ronchieri E. (2020). Neural Nets on FPGA a Machine Vision Algorithm Applied On MNIST Dataset Using Hls4ml Library. Springer Science and Business Media Deutschland GmbH [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.File in questo prodotto:
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