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Communication Dans Un Congrès Année : 2022

A Design Space Exploration Framework for Memristor-Based Crossbar Architecture

Résumé

In the literature, there are few studies describing how to implement Boolean logic functions as a memristor-based crossbar architecture and some solutions have been actually proposed targeting back-end synthesis. However, there is a lack of methodologies and tools for the synthesis automation. The main goal of this paper is to perform a Design Space Exploration (DSE) in order to analyze and compare the impact of the most used optimization algorithms on a memristor-based crossbar architecture. The results carried out on 102 circuits lead us to identify the best optimization approach, in terms of area/energy/delay. The presented results can also be considered as a reference (benchmarking) for comparing future work.
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hal-03888009 , version 1 (03-01-2023)

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Mario Barbareschi, Alberto Bosio, Ian O'Connor, Petr Fiser, Marcello Traiola. A Design Space Exploration Framework for Memristor-Based Crossbar Architecture. DDECS 2022 - 25th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2022, Prague, Czech Republic. pp.38-43, ⟨10.1109/DDECS54261.2022.9770145⟩. ⟨hal-03888009⟩
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