Abstrakt
This paper presents the motivation and design of a mini-course to teach hardware implementation of neural networks using high-level synthesis (HLS) in less than four hours for engineering education of intelligent embedded computing. By standing on the shoulders of giants, the combination of the real-world problem, decoding the process of neural networks hardware design and using HLS as hands-on lab, the students are able to not only pick up the underlying concepts of digital system design naturally but also implement a real working neural networks hardware accelerator in person. Thus, the main contribution of the work is to facilitate the engineering education of hardware design more engaging and practical.
Originalsprog | Engelsk |
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Titel | Proceedings of the 2019 20th International Carpathian Control Conference, ICCC 2019 |
Redaktører | Agata Nawrocka, Andrzej Kot |
Antal sider | 7 |
Forlag | IEEE |
Publikationsdato | 18. jul. 2019 |
ISBN (Trykt) | 978-1-7281-0703-5 |
ISBN (Elektronisk) | 9781728107011 |
DOI | |
Status | Udgivet - 18. jul. 2019 |
Begivenhed | 20th International Carpathian Control Conference, ICCC 2019 - Krakow - Wieliczka, Polen Varighed: 26. maj 2019 → 29. maj 2019 |
Konference
Konference | 20th International Carpathian Control Conference, ICCC 2019 |
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Land | Polen |
By | Krakow - Wieliczka |
Periode | 26/05/2019 → 29/05/2019 |