A Flexible Artificial Spiking Photoreceptor Enabled by a Single VO2 Mott Memristor for the Spike-Based Electronic Retina
The neuromorphic vision system that utilizes spikes as information carriers is crucial for the formation of spiking neural networks. Here, we present a bioinspired flexible artificial spiking photoreceptor (ASP), which is realized by using a single VO2 Mott memristor that can simultaneously sense an...
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creator | Han, Chuan Yu Zhao, Shujing Fang, Sheng Li Liu, Weihua Tang, Wing Man Lai, Peter To Li, Can Ma, Yuan Xiao Song, Jia Qi Li, Xin Wang, Xiao Li Ren, Wen Jun Wang, Rui Lin Huang, Xiao Dong Zhang, Guo He Geng, Li |
description | The neuromorphic vision system that utilizes spikes as information carriers is crucial for the formation of spiking neural networks. Here, we present a bioinspired flexible artificial spiking photoreceptor (ASP), which is realized by using a single VO2 Mott memristor that can simultaneously sense and encode the stimulus light into spikes. The ASP has high spike-encoded photosensitivity and ultrawide photosensing range (405–808 nm) with good endurance (>7 × 107) and high flexibility (bending radius ∼5 mm). Then, we put forward an all-spike electronic retina architecture that comprises one layer of ASPs and one layer of artificial optical nerves (AONs) to process the spike information. Each AON consists of a single Mott memristor connected in series with a neuro-transistor that is a multiple-input floating-gate MOS transistor. Simulation results demonstrate that the all-spike electronic retina can successfully segment images with high Shannon entropy, thus laying the foundation for the development of a spike-based neuromorphic vision system. |
doi_str_mv | 10.1021/acsami.4c12874 |
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Here, we present a bioinspired flexible artificial spiking photoreceptor (ASP), which is realized by using a single VO2 Mott memristor that can simultaneously sense and encode the stimulus light into spikes. The ASP has high spike-encoded photosensitivity and ultrawide photosensing range (405–808 nm) with good endurance (>7 × 107) and high flexibility (bending radius ∼5 mm). Then, we put forward an all-spike electronic retina architecture that comprises one layer of ASPs and one layer of artificial optical nerves (AONs) to process the spike information. Each AON consists of a single Mott memristor connected in series with a neuro-transistor that is a multiple-input floating-gate MOS transistor. Simulation results demonstrate that the all-spike electronic retina can successfully segment images with high Shannon entropy, thus laying the foundation for the development of a spike-based neuromorphic vision system.</description><identifier>ISSN: 1944-8244</identifier><identifier>ISSN: 1944-8252</identifier><identifier>EISSN: 1944-8252</identifier><identifier>DOI: 10.1021/acsami.4c12874</identifier><language>eng</language><publisher>American Chemical Society</publisher><subject>Functional Inorganic Materials and Devices</subject><ispartof>ACS applied materials & interfaces, 2024-10, Vol.16 (42), p.57404-57411</ispartof><rights>2024 American Chemical Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0001-5748-3021 ; 0000-0003-0303-7821 ; 0000-0002-4732-0429 ; 0000-0001-8022-8512</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acsami.4c12874$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acsami.4c12874$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>315,782,786,27083,27931,27932,56745,56795</link.rule.ids></links><search><creatorcontrib>Han, Chuan Yu</creatorcontrib><creatorcontrib>Zhao, Shujing</creatorcontrib><creatorcontrib>Fang, Sheng Li</creatorcontrib><creatorcontrib>Liu, Weihua</creatorcontrib><creatorcontrib>Tang, Wing Man</creatorcontrib><creatorcontrib>Lai, Peter To</creatorcontrib><creatorcontrib>Li, Can</creatorcontrib><creatorcontrib>Ma, Yuan Xiao</creatorcontrib><creatorcontrib>Song, Jia Qi</creatorcontrib><creatorcontrib>Li, Xin</creatorcontrib><creatorcontrib>Wang, Xiao Li</creatorcontrib><creatorcontrib>Ren, Wen Jun</creatorcontrib><creatorcontrib>Wang, Rui Lin</creatorcontrib><creatorcontrib>Huang, Xiao Dong</creatorcontrib><creatorcontrib>Zhang, Guo He</creatorcontrib><creatorcontrib>Geng, Li</creatorcontrib><title>A Flexible Artificial Spiking Photoreceptor Enabled by a Single VO2 Mott Memristor for the Spike-Based Electronic Retina</title><title>ACS applied materials & interfaces</title><addtitle>ACS Appl. Mater. Interfaces</addtitle><description>The neuromorphic vision system that utilizes spikes as information carriers is crucial for the formation of spiking neural networks. Here, we present a bioinspired flexible artificial spiking photoreceptor (ASP), which is realized by using a single VO2 Mott memristor that can simultaneously sense and encode the stimulus light into spikes. The ASP has high spike-encoded photosensitivity and ultrawide photosensing range (405–808 nm) with good endurance (>7 × 107) and high flexibility (bending radius ∼5 mm). Then, we put forward an all-spike electronic retina architecture that comprises one layer of ASPs and one layer of artificial optical nerves (AONs) to process the spike information. Each AON consists of a single Mott memristor connected in series with a neuro-transistor that is a multiple-input floating-gate MOS transistor. 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Mater. Interfaces</addtitle><date>2024-10-23</date><risdate>2024</risdate><volume>16</volume><issue>42</issue><spage>57404</spage><epage>57411</epage><pages>57404-57411</pages><issn>1944-8244</issn><issn>1944-8252</issn><eissn>1944-8252</eissn><abstract>The neuromorphic vision system that utilizes spikes as information carriers is crucial for the formation of spiking neural networks. Here, we present a bioinspired flexible artificial spiking photoreceptor (ASP), which is realized by using a single VO2 Mott memristor that can simultaneously sense and encode the stimulus light into spikes. The ASP has high spike-encoded photosensitivity and ultrawide photosensing range (405–808 nm) with good endurance (>7 × 107) and high flexibility (bending radius ∼5 mm). Then, we put forward an all-spike electronic retina architecture that comprises one layer of ASPs and one layer of artificial optical nerves (AONs) to process the spike information. 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title | A Flexible Artificial Spiking Photoreceptor Enabled by a Single VO2 Mott Memristor for the Spike-Based Electronic Retina |
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