All oxide based flexible multi-folded invisible synapse as vision photo-receptor
Abstract All oxide-based transparent flexible memristor is prioritized for the potential application in artificially simulated biological optoelectronic synaptic devices. SnOx memristor with HfOx layer is found to enable a significant effect on synaptic properties. The memristor exhibits good reliab...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2023-01-01
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| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-023-28505-3 |
| _version_ | 1828051703514005504 |
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| author | Ping-Xing Chen Debashis Panda Tseung-Yuen Tseng |
| author_facet | Ping-Xing Chen Debashis Panda Tseung-Yuen Tseng |
| author_sort | Ping-Xing Chen |
| collection | DOAJ |
| description | Abstract All oxide-based transparent flexible memristor is prioritized for the potential application in artificially simulated biological optoelectronic synaptic devices. SnOx memristor with HfOx layer is found to enable a significant effect on synaptic properties. The memristor exhibits good reliability with long retention, 104 s, and high endurance, 104 cycles. The optimized 6 nm thick HfOx layer in SnOx-based memristor possesses the excellent synaptic properties of stable 350 epochs training, multi-level conductance (MLC) behaviour, and the nonlinearity of 1.53 and 1.46 for long-term potentiation and depression, respectively, and faster image recognition accuracy of 100% after 23 iterations. The maximum weight changes of -73.12 and 79.91% for the potentiation and depression of the synaptic device, respectively, are observed from the spike-timing-dependent plasticity (STDP) characteristics making it suitable for biological applications. The flexibility of the device on the PEN substrate is confirmed by the acceptable change of nonlinearities up to 4 mm bending. Such a synaptic device is expected to be used as a vision photo-receptor. |
| first_indexed | 2024-04-10T19:42:47Z |
| format | Article |
| id | doaj.art-23652dbf62844459a1a12b3966bae73e |
| institution | Directory Open Access Journal |
| issn | 2045-2322 |
| language | English |
| last_indexed | 2024-04-10T19:42:47Z |
| publishDate | 2023-01-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Scientific Reports |
| spelling | doaj.art-23652dbf62844459a1a12b3966bae73e2023-01-29T12:11:35ZengNature PortfolioScientific Reports2045-23222023-01-0113111410.1038/s41598-023-28505-3All oxide based flexible multi-folded invisible synapse as vision photo-receptorPing-Xing Chen0Debashis Panda1Tseung-Yuen Tseng2Institute of Electronics, National Yang-Ming Chiao Tung UniversityInstitute of Electronics, National Yang-Ming Chiao Tung UniversityInstitute of Electronics, National Yang-Ming Chiao Tung UniversityAbstract All oxide-based transparent flexible memristor is prioritized for the potential application in artificially simulated biological optoelectronic synaptic devices. SnOx memristor with HfOx layer is found to enable a significant effect on synaptic properties. The memristor exhibits good reliability with long retention, 104 s, and high endurance, 104 cycles. The optimized 6 nm thick HfOx layer in SnOx-based memristor possesses the excellent synaptic properties of stable 350 epochs training, multi-level conductance (MLC) behaviour, and the nonlinearity of 1.53 and 1.46 for long-term potentiation and depression, respectively, and faster image recognition accuracy of 100% after 23 iterations. The maximum weight changes of -73.12 and 79.91% for the potentiation and depression of the synaptic device, respectively, are observed from the spike-timing-dependent plasticity (STDP) characteristics making it suitable for biological applications. The flexibility of the device on the PEN substrate is confirmed by the acceptable change of nonlinearities up to 4 mm bending. Such a synaptic device is expected to be used as a vision photo-receptor.https://doi.org/10.1038/s41598-023-28505-3 |
| spellingShingle | Ping-Xing Chen Debashis Panda Tseung-Yuen Tseng All oxide based flexible multi-folded invisible synapse as vision photo-receptor Scientific Reports |
| title | All oxide based flexible multi-folded invisible synapse as vision photo-receptor |
| title_full | All oxide based flexible multi-folded invisible synapse as vision photo-receptor |
| title_fullStr | All oxide based flexible multi-folded invisible synapse as vision photo-receptor |
| title_full_unstemmed | All oxide based flexible multi-folded invisible synapse as vision photo-receptor |
| title_short | All oxide based flexible multi-folded invisible synapse as vision photo-receptor |
| title_sort | all oxide based flexible multi folded invisible synapse as vision photo receptor |
| url | https://doi.org/10.1038/s41598-023-28505-3 |
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