Artificial optic-neural synapse for colored and color-mixed pattern recognition
Artificial neural networks can emulate the human vision because of their spike-based operation by employing memristors as synapses. Here, Seo et al. integrate synaptic and optical sensing functions in a single heterostructure, which enables accurate and energy-efficient recognition of colored patter...
| Main Authors: | , , , , , , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2018-11-01
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| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-018-07572-5 |
| _version_ | 1818717023950077952 |
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| author | Seunghwan Seo Seo-Hyeon Jo Sungho Kim Jaewoo Shim Seyong Oh Jeong-Hoon Kim Keun Heo Jae-Woong Choi Changhwan Choi Saeroonter Oh Duygu Kuzum H.-S. Philip Wong Jin-Hong Park |
| author_facet | Seunghwan Seo Seo-Hyeon Jo Sungho Kim Jaewoo Shim Seyong Oh Jeong-Hoon Kim Keun Heo Jae-Woong Choi Changhwan Choi Saeroonter Oh Duygu Kuzum H.-S. Philip Wong Jin-Hong Park |
| author_sort | Seunghwan Seo |
| collection | DOAJ |
| description | Artificial neural networks can emulate the human vision because of their spike-based operation by employing memristors as synapses. Here, Seo et al. integrate synaptic and optical sensing functions in a single heterostructure, which enables accurate and energy-efficient recognition of colored patterns. |
| first_indexed | 2024-12-17T19:28:34Z |
| format | Article |
| id | doaj.art-e6a7f2fbc6a94a16ab626ed972e25ff1 |
| institution | Directory Open Access Journal |
| issn | 2041-1723 |
| language | English |
| last_indexed | 2024-12-17T19:28:34Z |
| publishDate | 2018-11-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Nature Communications |
| spelling | doaj.art-e6a7f2fbc6a94a16ab626ed972e25ff12022-12-21T21:35:20ZengNature PortfolioNature Communications2041-17232018-11-01911810.1038/s41467-018-07572-5Artificial optic-neural synapse for colored and color-mixed pattern recognitionSeunghwan Seo0Seo-Hyeon Jo1Sungho Kim2Jaewoo Shim3Seyong Oh4Jeong-Hoon Kim5Keun Heo6Jae-Woong Choi7Changhwan Choi8Saeroonter Oh9Duygu Kuzum10H.-S. Philip Wong11Jin-Hong Park12Department of Electrical and Computer Engineering, Sungkyunkwan UniversityDepartment of Electrical and Computer Engineering, Sungkyunkwan UniversityDepartment of Electrical and Computer Engineering, Sungkyunkwan UniversityDepartment of Electrical and Computer Engineering, Sungkyunkwan UniversityDepartment of Electrical and Computer Engineering, Sungkyunkwan UniversityDepartment of Electrical and Computer Engineering, Sungkyunkwan UniversityDepartment of Electrical and Computer Engineering, Sungkyunkwan UniversitySKKU Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan UniversityDivision of Materials Science and Engineering, Hanyang UniversityDivision of Electrical Engineering, Hanyang UniversityDepartment of Electrical and Computer Engineering, University of California, San DiegoDepartment of Electrical Engineering, Stanford UniversityDepartment of Electrical and Computer Engineering, Sungkyunkwan UniversityArtificial neural networks can emulate the human vision because of their spike-based operation by employing memristors as synapses. Here, Seo et al. integrate synaptic and optical sensing functions in a single heterostructure, which enables accurate and energy-efficient recognition of colored patterns.https://doi.org/10.1038/s41467-018-07572-5 |
| spellingShingle | Seunghwan Seo Seo-Hyeon Jo Sungho Kim Jaewoo Shim Seyong Oh Jeong-Hoon Kim Keun Heo Jae-Woong Choi Changhwan Choi Saeroonter Oh Duygu Kuzum H.-S. Philip Wong Jin-Hong Park Artificial optic-neural synapse for colored and color-mixed pattern recognition Nature Communications |
| title | Artificial optic-neural synapse for colored and color-mixed pattern recognition |
| title_full | Artificial optic-neural synapse for colored and color-mixed pattern recognition |
| title_fullStr | Artificial optic-neural synapse for colored and color-mixed pattern recognition |
| title_full_unstemmed | Artificial optic-neural synapse for colored and color-mixed pattern recognition |
| title_short | Artificial optic-neural synapse for colored and color-mixed pattern recognition |
| title_sort | artificial optic neural synapse for colored and color mixed pattern recognition |
| url | https://doi.org/10.1038/s41467-018-07572-5 |
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