In-sensor image memorization and encoding via optical neurons for bio-stimulus domain reduction toward visual cognitive processing
Designing in-sensor computing systems remains a challenge. Here, the authors demonstrate artificial optical neurons based on the in-sensor computing architecture that fuses sensory and computing nodes into a single platform capable of reducing data transfer time and energy for encoding and classific...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2022-09-01
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| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-022-32790-3 |
| _version_ | 1818064620271697920 |
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| author | Doeon Lee Minseong Park Yongmin Baek Byungjoon Bae Junseok Heo Kyusang Lee |
| author_facet | Doeon Lee Minseong Park Yongmin Baek Byungjoon Bae Junseok Heo Kyusang Lee |
| author_sort | Doeon Lee |
| collection | DOAJ |
| description | Designing in-sensor computing systems remains a challenge. Here, the authors demonstrate artificial optical neurons based on the in-sensor computing architecture that fuses sensory and computing nodes into a single platform capable of reducing data transfer time and energy for encoding and classification. |
| first_indexed | 2024-12-10T14:38:53Z |
| format | Article |
| id | doaj.art-2e961441a06a417da71829ca8196804c |
| institution | Directory Open Access Journal |
| issn | 2041-1723 |
| language | English |
| last_indexed | 2024-12-10T14:38:53Z |
| publishDate | 2022-09-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Nature Communications |
| spelling | doaj.art-2e961441a06a417da71829ca8196804c2022-12-22T01:44:44ZengNature PortfolioNature Communications2041-17232022-09-011311910.1038/s41467-022-32790-3In-sensor image memorization and encoding via optical neurons for bio-stimulus domain reduction toward visual cognitive processingDoeon Lee0Minseong Park1Yongmin Baek2Byungjoon Bae3Junseok Heo4Kyusang Lee5Department of Electrical and Computer Engineering, University of VirginiaDepartment of Electrical and Computer Engineering, University of VirginiaDepartment of Electrical and Computer Engineering, University of VirginiaDepartment of Electrical and Computer Engineering, University of VirginiaDepartment of Electrical and Computer Engineering, Ajou UniversityDepartment of Electrical and Computer Engineering, University of VirginiaDesigning in-sensor computing systems remains a challenge. Here, the authors demonstrate artificial optical neurons based on the in-sensor computing architecture that fuses sensory and computing nodes into a single platform capable of reducing data transfer time and energy for encoding and classification.https://doi.org/10.1038/s41467-022-32790-3 |
| spellingShingle | Doeon Lee Minseong Park Yongmin Baek Byungjoon Bae Junseok Heo Kyusang Lee In-sensor image memorization and encoding via optical neurons for bio-stimulus domain reduction toward visual cognitive processing Nature Communications |
| title | In-sensor image memorization and encoding via optical neurons for bio-stimulus domain reduction toward visual cognitive processing |
| title_full | In-sensor image memorization and encoding via optical neurons for bio-stimulus domain reduction toward visual cognitive processing |
| title_fullStr | In-sensor image memorization and encoding via optical neurons for bio-stimulus domain reduction toward visual cognitive processing |
| title_full_unstemmed | In-sensor image memorization and encoding via optical neurons for bio-stimulus domain reduction toward visual cognitive processing |
| title_short | In-sensor image memorization and encoding via optical neurons for bio-stimulus domain reduction toward visual cognitive processing |
| title_sort | in sensor image memorization and encoding via optical neurons for bio stimulus domain reduction toward visual cognitive processing |
| url | https://doi.org/10.1038/s41467-022-32790-3 |
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