Crossbar operation of BiFeO3/Ce–CaMnO3 ferroelectric tunnel junctions: From materials to integration

Ferroelectric Tunnel Junctions (FTJs) are a candidate for the hardware realization of synapses in artificial neural networks. The fabrication process for a 784 × 100 crossbar array of 500 nm large FTJs, exhibiting effective On/Off currents ratio in the range 50–100, is presented. First, the epitaxia...

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Veröffentlicht in:Journal of materials research 2023-10, Vol.38 (19), p.4335-4344
Hauptverfasser: Halter, Mattia, Morabito, Elisabetta, Olziersky, Antonis, Carrétéro, Cécile, Chanthbouala, André, Falcone, Donato Francesco, Offrein, Bert Jan, Bégon-Lours, Laura
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Sprache:eng
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Zusammenfassung:Ferroelectric Tunnel Junctions (FTJs) are a candidate for the hardware realization of synapses in artificial neural networks. The fabrication process for a 784 × 100 crossbar array of 500 nm large FTJs, exhibiting effective On/Off currents ratio in the range 50–100, is presented. First, the epitaxial 4 nm-BiFeO 3 /Ca 0.96 Ce 0.04 MnO 3 //YAlO 3 is combined with Ni electrodes. The oxidation of Ni during the processing affects the polarity of the FTJ and the On/Off ratio, which becomes comparable to that of CMOS-compatible HfZrO 4 junctions. The latter have a wider coercive field distribution: consequently, in test crossbar arrays, BiFeO 3 exhibits a smaller cross-talk than HfZrO 4 . Furthermore, the relatively larger threshold for ferroelectric switching in BiFeO 3 allows the use application of half-programming schemes for supervised and unsupervised learning. Second, the heterostructure is combined with W and Pt electrodes. The design is optimized for the controlled collapse chip connection to neuromorphic circuits. Graphical abstract
ISSN:0884-2914
2044-5326
DOI:10.1557/s43578-023-01158-8