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  KEYWORD

Lightweight AI inference on Embedded Systems

Parole chiave ARTIFICIAL INTELLIGENCE, FPGA

Riferimenti LUCA STERPONE

Gruppi di ricerca DAUIN - AEROSPACE AND SAFETY COMPUTING LAB

Tipo tesi RICERCA

Descrizione In recent years, the continuous development of artificial intelligence has largely been driven by algorithms, computing power and reliability. This thesis focuses on the design of inference methods of artificial intelligence implemented on programmable devices such as Field Programmable Gate Arrays. The design will focus on a lightweight model capable to address the issues of performance, cost, power consumption, flexibility, and robustness comprehensively. The thesis is performed in collaboration with the European Space Agency (ESA). It is planned a period as ESA intern during the framework of the thesis.

Conoscenze richieste Neural Networks, Computer Architecture


Scadenza validita proposta 01/04/2023      PROPONI LA TUA CANDIDATURA