LionHeart: A Layer-based Mapping Framework for Heterogeneous Systems with Analog In-Memory Computing Tiles

When arranged in a crossbar configuration, resistive memory devices can be used to execute MVM, the most dominant operation of many ML algorithms, in constant time complexity. Nonetheless, when performing computations in the analog domain, novel challenges are introduced in terms of arithmetic preci...

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Hauptverfasser:	Lammie, Corey, Ponzina, Flavio, Wang, Yuxuan, Klein, Joshua, Zapater, Marina, Boybat, Irem, Sebastian, Abu, Ansaloni, Giovanni, Atienza, David
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Emerging Technologies
Online-Zugang:	Volltext bestellen
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