Image recognition by a second-order convolutional neural network with dynamic receptive fields
This paper presents the method description of convolutional neural networks parameters synthesis with dynamic receptive fields and second-order neurons for convolutional layers. The experiments of pattern recognition which shown that the combination of second-order neurons and dynamic receptive fiel...
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| Hlavní autoři: | , , , , , , , |
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| Médium: | Статья |
| Jazyk: | English |
| Vydáno: |
CEUR-WS
2018
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| Témata: | |
| On-line přístup: | https://www.scopus.com/record/display.uri?eid=2-s2.0-85019921448&origin=resultslist&sort=plf-f&src=s&st1=Image+recognition+by+a+second-order+convolutional+neural+network+with+dynamic+receptive+fields&st2=&sid=de16abcc64b497ffe688807d3b04d98d&sot=b&sdt=b&sl=109&s=TITLE-ABS-KEY%28Image+recognition+by+a+second-order+convolutional+neural+network+with+dynamic+receptive+fields%29&relpos=0&citeCnt=0&searchTerm= https://dspace.ncfu.ru/handle/20.500.12258/3010 |
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https://www.scopus.com/record/display.uri?eid=2-s2.0-85019921448&origin=resultslist&sort=plf-f&src=s&st1=Image+recognition+by+a+second-order+convolutional+neural+network+with+dynamic+receptive+fields&st2=&sid=de16abcc64b497ffe688807d3b04d98d&sot=b&sdt=b&sl=109&s=TITLE-ABS-KEY%28Image+recognition+by+a+second-order+convolutional+neural+network+with+dynamic+receptive+fields%29&relpos=0&citeCnt=0&searchTerm=https://dspace.ncfu.ru/handle/20.500.12258/3010