Toward On-Receptor Computing: Electronic Nociceptor of an All-Oxide Invisible Biomimetic Memristor

A flexible ITO/ZnO/TiOx/ITO memristor has been confirmed to be a suitable candidate for nociceptors by demonstrating all of the typical nociceptive characteristics. The annealing effect on the memristor synapse is explored using different annealing time variants of the invisible (above 90% transparency in the visible region) device. The 10 min annealed device is found to be a suitable one for its bipolar nonvolatile gradual switching with over 3000 cycles of endurance and >104 s of retention. Device-to-device uniformity and reproducibility have been achieved with a narrow distribution of set, reset, and forming voltages. Synaptic behaviors like long-term potentiation and depression for 800 cycles with nearly linear potentiation-depression nonlinearity (Np/Nd = 3/0.3), as well as short-term plasticity, make it capable of neuromorphic computing applications.

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Publication Details

Journal
ACS Applied Electronic Materials
Published
2024-12-23
DOI
https://doi.org/10.1021/acsaelm.4c01943
Citations
8
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
1.67

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article

Toward On-Receptor Computing: Electronic Nociceptor of an All-Oxide Invisible Biomimetic Memristor

Debashis Panda, Cheng‐Yao Lo, Arpan Acharya
8 citations
ACS Applied Electronic Materials
Advanced Memory and Neural Computing
1.67
article

Toward On-Receptor Computing: Electronic Nociceptor of an All-Oxide Invisible Biomimetic Memristor

Debashis Panda, Cheng‐Yao Lo, Arpan Acharya
article en
8 citations

Abstract

A flexible ITO/ZnO/TiOx/ITO memristor has been confirmed to be a suitable candidate for nociceptors by demonstrating all of the typical nociceptive characteristics. The annealing effect on the memristor synapse is explored using different annealing time variants of the invisible (above 90% transparency in the visible region) device. The 10 min annealed device is found to be a suitable one for its bipolar nonvolatile gradual switching with over 3000 cycles of endurance and >104 s of retention. Device-to-device uniformity and reproducibility have been achieved with a narrow distribution of set, reset, and forming voltages. Synaptic behaviors like long-term potentiation and depression for 800 cycles with nearly linear potentiation-depression nonlinearity (Np/Nd = 3/0.3), as well as short-term plasticity, make it capable of neuromorphic computing applications.

ACS Applied Electronic MaterialsVol. 7(1)
National Tsing Hua University (TW)
Science and Engineering Research Board, Board of Research in Nuclear Sciences
Affordable and clean energy
Openalex Percentile: Top 15%
Advanced Memory and Neural Computing
1.67
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Toward On-Receptor Computing: Electronic Nociceptor of an All-Oxide Invisible Biomimetic Memristor — Debashis Panda, Cheng‐Yao Lo, et al. · ACS Applied Electronic Materials (2024) | TGRS Research Map | TGRS