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Lateral, Optically Controlled, Artificial Synapses Realized in Room-Temperature RF-Sputtered SnO2for Neuromorphic Computing and Visual Recognition

journal contribution
posted on 2024-11-03, 09:42 authored by Phuong Le, Hilal Nagib, Luke Sylvander, Martin Allen, Dougal McCullochDougal McCulloch, James PartridgeJames Partridge, Hiep Tran Le NgocHiep Tran Le Ngoc
Volatile lateral memristors fabricated from amorphous SnO2have exhibited synaptic properties including conductance modulation that depended on the number, width, and amplitude of voltage pulses within a sequence. Similar systematic conductance modulation was achieved using incident pulsed (UVC) light. By combining light and voltage pulses, OR/AND logic functions were implemented using single devices. Measurements performed in either N2or air suggested that the device conductance, response, and decay times were affected by surface water chemisorption. Importantly, the aforementioned device functions were reliably demonstrated irrespective of this interaction with the ambient. Finally, simulations were performed to show that when placed in a suitable array, the measured device characteristics and responses to optical signals could enable hand-written digit recognition with accuracy exceeding 90%.

History

Journal

ACS Applied Electronic Materials

Volume

5

Issue

5

Start page

2885

End page

2892

Total pages

8

Publisher

American Chemical Society

Place published

United States

Language

English

Copyright

© 2023 American Chemical Society

Former Identifier

2006124476

Esploro creation date

2023-08-16

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