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 |
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Format: | Artikel |
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 |
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ISSN: | 0884-2914 2044-5326 |
DOI: | 10.1557/s43578-023-01158-8 |