Matches in SemOpenAlex for { <https://semopenalex.org/work/W2200374509> ?p ?o ?g. }
- W2200374509 abstract "In the last few years, deep learning has led to very good performance on a variety of problems, such as visual recognition, speech recognition and natural language processing. Among different types of deep neural networks, convolutional neural networks have been most extensively studied. Leveraging on the rapid growth in the amount of the annotated data and the great improvements in the strengths of graphics processor units, the research on convolutional neural networks has been emerged swiftly and achieved state-of-the-art results on various tasks. In this paper, we provide a broad survey of the recent advances in convolutional neural networks. We detailize the improvements of CNN on different aspects, including layer design, activation function, loss function, regularization, optimization and fast computation. Besides, we also introduce various applications of convolutional neural networks in computer vision, speech and natural language processing." @default.
- W2200374509 created "2016-06-24" @default.
- W2200374509 creator A5000454484 @default.
- W2200374509 creator A5005119482 @default.
- W2200374509 creator A5007818713 @default.
- W2200374509 creator A5012278873 @default.
- W2200374509 creator A5017901486 @default.
- W2200374509 creator A5030921116 @default.
- W2200374509 creator A5036011098 @default.
- W2200374509 creator A5041611538 @default.
- W2200374509 creator A5048015379 @default.
- W2200374509 creator A5048592635 @default.
- W2200374509 creator A5057382261 @default.
- W2200374509 creator A5076366439 @default.
- W2200374509 date "2015-12-22" @default.
- W2200374509 modified "2023-09-28" @default.
- W2200374509 title "Recent Advances in Convolutional Neural Networks" @default.
- W2200374509 cites W104184427 @default.
- W2200374509 cites W107408668 @default.
- W2200374509 cites W114517082 @default.
- W2200374509 cites W117491841 @default.
- W2200374509 cites W1485037422 @default.
- W2200374509 cites W1487583988 @default.
- W2200374509 cites W1512976292 @default.
- W2200374509 cites W1522734439 @default.
- W2200374509 cites W1524680991 @default.
- W2200374509 cites W1533861849 @default.
- W2200374509 cites W1542280630 @default.
- W2200374509 cites W1546411676 @default.
- W2200374509 cites W1546771929 @default.
- W2200374509 cites W1555385401 @default.
- W2200374509 cites W1576278180 @default.
- W2200374509 cites W1577117850 @default.
- W2200374509 cites W1590510366 @default.
- W2200374509 cites W1591825359 @default.
- W2200374509 cites W1594098193 @default.
- W2200374509 cites W1607307044 @default.
- W2200374509 cites W1607519983 @default.
- W2200374509 cites W1613141907 @default.
- W2200374509 cites W1667652561 @default.
- W2200374509 cites W1677182931 @default.
- W2200374509 cites W1689909837 @default.
- W2200374509 cites W1694178301 @default.
- W2200374509 cites W1724438581 @default.
- W2200374509 cites W1744759976 @default.
- W2200374509 cites W1745334888 @default.
- W2200374509 cites W1789336918 @default.
- W2200374509 cites W1797268635 @default.
- W2200374509 cites W1798945469 @default.
- W2200374509 cites W1816678934 @default.
- W2200374509 cites W1825675169 @default.
- W2200374509 cites W1827297289 @default.
- W2200374509 cites W1833143043 @default.
- W2200374509 cites W1840106123 @default.
- W2200374509 cites W1849277567 @default.
- W2200374509 cites W1861492603 @default.
- W2200374509 cites W1885185971 @default.
- W2200374509 cites W1894057436 @default.
- W2200374509 cites W1897260080 @default.
- W2200374509 cites W1898560071 @default.
- W2200374509 cites W1899249567 @default.
- W2200374509 cites W1899804838 @default.
- W2200374509 cites W1903029394 @default.
- W2200374509 cites W1904365287 @default.
- W2200374509 cites W1905829557 @default.
- W2200374509 cites W1907282891 @default.
- W2200374509 cites W1919191429 @default.
- W2200374509 cites W1921523184 @default.
- W2200374509 cites W1922123711 @default.
- W2200374509 cites W1922126009 @default.
- W2200374509 cites W1928906481 @default.
- W2200374509 cites W1932624639 @default.
- W2200374509 cites W1935978687 @default.
- W2200374509 cites W1937922215 @default.
- W2200374509 cites W1938755728 @default.
- W2200374509 cites W1938976761 @default.
- W2200374509 cites W1942214758 @default.
- W2200374509 cites W1947031653 @default.
- W2200374509 cites W1947481528 @default.
- W2200374509 cites W1959608418 @default.
- W2200374509 cites W1960289438 @default.
- W2200374509 cites W1968752118 @default.
- W2200374509 cites W1971955426 @default.
- W2200374509 cites W197865394 @default.
- W2200374509 cites W1980287119 @default.
- W2200374509 cites W1983364832 @default.
- W2200374509 cites W1984309565 @default.
- W2200374509 cites W1984514441 @default.
- W2200374509 cites W1984541135 @default.
- W2200374509 cites W1990505856 @default.
- W2200374509 cites W1993482030 @default.
- W2200374509 cites W1993991024 @default.
- W2200374509 cites W1994002998 @default.
- W2200374509 cites W1994065256 @default.
- W2200374509 cites W1995562189 @default.
- W2200374509 cites W1996777517 @default.
- W2200374509 cites W2009243364 @default.
- W2200374509 cites W2009792715 @default.
- W2200374509 cites W2011900468 @default.
- W2200374509 cites W2013598660 @default.