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20 August 2020 Assessing electron transport through 2D molecule-nanoparticle networks for reservoir computing sensing
Dominique Vuillaume
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Proceedings Volume 11475, Organic and Hybrid Sensors and Bioelectronics XIII; 114750Q (2020) https://doi.org/10.1117/12.2567214
Event: SPIE Organic Photonics + Electronics, 2020, Online Only
Abstract
2D networks of interconnected nano-objets (nanowires, nanoparticles, molecules) are experimentally and theoretically explored to implement unconventional computing machines, and especially reservoir computing. We discuss several key features of 2D networks of molecularly functionalized nanoparticles (called NMN : nanoparticle molecule network) to assess their possible use for reservoir computing: highly non-linear electron transport, variability, complex/rich dynamics (harmonic, interharmonic, intermodulation distortions), co-tunneling, noise and plasmonic response. We discuss the electron transport properties of some molecules of interest for chemical and biochemical sensing with these NMNs reservoir computing approaches, combining sensing and computing in a single nanoscale device.
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Dominique Vuillaume "Assessing electron transport through 2D molecule-nanoparticle networks for reservoir computing sensing", Proc. SPIE 11475, Organic and Hybrid Sensors and Bioelectronics XIII, 114750Q (20 August 2020); https://doi.org/10.1117/12.2567214
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KEYWORDS
Electron transport
Molecules
Nanoparticles
Nanotechnology
Biological and chemical sensing
Biosensing
Intermodulation
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