PetaOps/W edge-AI µProcessors: Myth or reality?

Autor: Gomony, Manil Dev, de Putter, Floran, Gebregiorgis, Anteneh, Paulin, Gianna, Mei, Linyan, Jain, Vikram, Hamdioui, Said, Sanchez, Victor, Grosser, Tobias, Geilen, Marc, Verhelst, Marian, Zenke, Friedemann, Gurkaynak, Frank, de Bruin, Barry, Stuijk, Sander, Davidson, Simon, De, Sayandip, Ghogho, Mounir, Jimborean, Alexandra, Eissa, Sherif, Benini, Luca, Soudris, Dimitrios, Bishnoi, Rajendra, Ainsworth, Sam, Corradi, Federico, Karrakchou, Ouassim, Güneysu, Tim, Corporaal, Henk

Publikováno v: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6
STARTPAGE=1;ENDPAGE=6;TITLE=2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)

With the rise of deep learning (DL), our world braces for artificial intelligence (AI) in every edge device, creating an urgent need for edge-AI SoCs. This SoC hardware needs to support high throughput, reliable and secure AI processing at ultra-low

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=narcis______::505ce8e07a823d26fc13359854c0e2fc
https://research.tue.nl/nl/publications/a4857e5a-95ba-4411-9395-d10a2c22962a

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Approximation Trade Offs in an Image-Based Control System

Autor: De, Sayandip, Mohamed, Sajid, Bimpisidis, Konstantinos, Goswami, Dip, Basten, Twan, Corporaal, Henk, Di Natale, Giorgio, Bolchini, Cristiana, Vatajelu, Elena-Ioana

Publikováno v: DATE
2020 Design, Automation and Test in Europe Conference and Exhibition (DATE), 1680-1685
STARTPAGE=1680;ENDPAGE=1685;TITLE=2020 Design, Automation and Test in Europe Conference and Exhibition (DATE)

Image-based control (IBC) systems use camera sensor(s) to perceive the environment. The inherent compute-heavy nature of image processing causes long processing delay that negatively influences the performance of the IBC systems. Our idea is to reduc

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::930538f79fac990894e8b374615fad98
https://doi.org/10.23919/date48585.2020.9116552

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

IMACS: A Framework for Performance Evaluation of Image Approximation in a Closed-loop System

Autor: Mohamed, Sajid, De, Sayandip, Bimpisidis, Konstantinos, Nathan, Vishak, Goswami, Dip, Corporaal, Henk, Basten, Twan, Stojanovic, Radovan, Jozwiak, Lech, Lutovac, Budimir, Jurisic, Drazen

Publikováno v: 2019 8th Mediterranean Conference on Embedded Computing (MECO)
2019 8th Mediterranean Conference on Embedded Computing, MECO 2019-Proceedings, 8th Mediterranean Conference on Embedded Computing, MECO 2019, 10 June 2019 through 14 June 2019
2019 8th Mediterranean Conference on Embedded Computing, MECO 2019-Proceedings
MECO

Image Processing (IP) applications have become popular with the advent of efficient algorithms and low-cost CMOS cameras with high resolution. However, IP applications are compute-intensive, consume a lot of energy and have long processing times. Ima

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4e9aff37580fe3759544a4bf8b3a5912