The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)最新文献
{"title":"CNN – Convolutional Neural Networks: A Complete Understanding","authors":"S. K. Vasudevan, S. Pulari, Subashri Vasudevan","doi":"10.1201/9781003185635-5","DOIUrl":"https://doi.org/10.1201/9781003185635-5","url":null,"abstract":"","PeriodicalId":94283,"journal":{"name":"The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75907459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Deep Learning Framework","authors":"S. K. Vasudevan, S. Pulari, Subashri Vasudevan","doi":"10.1201/9781003185635-4","DOIUrl":"https://doi.org/10.1201/9781003185635-4","url":null,"abstract":"","PeriodicalId":94283,"journal":{"name":"The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75621785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-06-22DOI: 10.1515/9783110670905-fm
{"title":"Frontmatter","authors":"","doi":"10.1515/9783110670905-fm","DOIUrl":"https://doi.org/10.1515/9783110670905-fm","url":null,"abstract":"","PeriodicalId":94283,"journal":{"name":"The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86831410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-06-22DOI: 10.1515/9783110670905-008
{"title":"Index","authors":"","doi":"10.1515/9783110670905-008","DOIUrl":"https://doi.org/10.1515/9783110670905-008","url":null,"abstract":"","PeriodicalId":94283,"journal":{"name":"The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81295953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-01-01DOI: 10.7551/mitpress/11171.003.0005
Elizabeth E. Friberg, Joan L. Creasia, Joan L. Creasia
{"title":"Conceptual Foundations","authors":"Elizabeth E. Friberg, Joan L. Creasia, Joan L. Creasia","doi":"10.7551/mitpress/11171.003.0005","DOIUrl":"https://doi.org/10.7551/mitpress/11171.003.0005","url":null,"abstract":"","PeriodicalId":94283,"journal":{"name":"The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85924229","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-01-01DOI: 10.7551/mitpress/11171.003.0006
{"title":"Neural Networks: The Building Blocks of Deep Learning","authors":"","doi":"10.7551/mitpress/11171.003.0006","DOIUrl":"https://doi.org/10.7551/mitpress/11171.003.0006","url":null,"abstract":"","PeriodicalId":94283,"journal":{"name":"The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81799716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-01-01DOI: 10.7551/mitpress/11171.003.0008
Yang Zou
Convolutional neural networks (CNNs) are biologically-inspired variants of multi-layer perceptrons (MLPs). In biology, a visual cortex contains a complex arrangement of cells. These cells are sensitive to small subregions of the visual field. Inspired by the structure of visual cortices and cells, the notion of receptive fields and local filters are introduced as a core component of convolutional neural networks. Furthermore, in biology, the visual sub-regions are tiled to cover the entire visual field. Borrowing this idea, convolutional neural networks learn hierarchical representations by tiling and stacking multiple layers of convolutional units, which enables exploiting the strong spatially local correlation present in natural images.
{"title":"Convolutional and Recurrent Neural Networks","authors":"Yang Zou","doi":"10.7551/mitpress/11171.003.0008","DOIUrl":"https://doi.org/10.7551/mitpress/11171.003.0008","url":null,"abstract":"Convolutional neural networks (CNNs) are biologically-inspired variants of multi-layer perceptrons (MLPs). In biology, a visual cortex contains a complex arrangement of cells. These cells are sensitive to small subregions of the visual field. Inspired by the structure of visual cortices and cells, the notion of receptive fields and local filters are introduced as a core component of convolutional neural networks. Furthermore, in biology, the visual sub-regions are tiled to cover the entire visual field. Borrowing this idea, convolutional neural networks learn hierarchical representations by tiling and stacking multiple layers of convolutional units, which enables exploiting the strong spatially local correlation present in natural images.","PeriodicalId":94283,"journal":{"name":"The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87315805","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-01-01DOI: 10.7551/mitpress/11171.003.0003
{"title":"Acknowledgments","authors":"","doi":"10.7551/mitpress/11171.003.0003","DOIUrl":"https://doi.org/10.7551/mitpress/11171.003.0003","url":null,"abstract":"","PeriodicalId":94283,"journal":{"name":"The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73398956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.7551/mitpress/11171.003.0007
{"title":"A Brief History of Deep Learning","authors":"","doi":"10.7551/mitpress/11171.003.0007","DOIUrl":"https://doi.org/10.7551/mitpress/11171.003.0007","url":null,"abstract":"","PeriodicalId":94283,"journal":{"name":"The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81565318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online)
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