期刊
ADVANCED ELECTRONIC MATERIALS
卷 6, 期 7, 页码 -出版社
WILEY
DOI: 10.1002/aelm.202000081
关键词
nanoparticle networks; neuromorphic devices; reservoir computing; tin oxide
资金
- Australian Research Council [DP200101905]
- Australian Research Council [DP200101905] Funding Source: Australian Research Council
Interconnected SnOx nanoparticle (NP) networks are electroformed within a semi-insulating SnOx thin-film and between lateral electrodes. During this top-down process, Joule heating, disproportionation, and de-wetting of the SnOx thin-film precede the formation of the NP networks. The same lateral electrodes used for electroforming are used to probe the network and reveal its complex electrical characteristics. Higher-order harmonic generation is observed and the internal short-term memory effects of the NP networks enable temporal inputs to be mapped into reservoir states for subsequent linear readout without training. Reservoir computing functionality is demonstrated with no requirement for high-vacuum or cryo-cooled environments.
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