journal article·2023-05-23

Lateral, Optically Controlled, Artificial Synapses Realized in Room-Temperature RF-Sputtered SnO2 for Neuromorphic Computing and Visual Recognition

Phuong Y. Le, Hilal Nagib, Luke A. Sylvander, Martin W. Allen, Dougal G. McCulloch, James G. Partridge, Hiep N. Tran

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Abstract

Volatile lateral memristors fabricated from amorphous SnO 2 have 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 N 2 or 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%.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Advanced Memory and Neural Computing · Neuroscience and Neural Engineering · Photoreceptor and optogenetics research

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Science, RMIT University, Melbourne, VIC 3001, Australia

School of Engineering, RMIT University, Melbourne, VIC 3001, Australia

MacDiarmid Institute for Advanced Materials and Nanotechnology, University of Canterbury, Christchurch 8014, New Zealand

Funding

Australian Research Council

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