{"product_id":"the-architecture-of-convnets-and-anonymous-9783346213082","title":"The Architecture of Convnets and Data Processing. Advantages of Convolutional Neural Networks","description":"Essay from the year 2020 in the subject Mathematics - Miscellaneous, grade: 1,3, University of Ulm, language: English, abstract: In the past two decades in particular, artificial neural networks have led to new approaches and processes in machine learning in many areas. They have replaced many existing processes. In some areas, they even exceed human performance. Impressive progress has been made in the area of image recognition and classification. Above all, this includes the introduction of convolutional neural networks (ConvNets). They belong to the class of neural networks. The first ConvNet was developed by LeCun et al. in 1989. ConvNets were especially developed to enhance image processing. Therefore, they provide a unique architecture. Due to their structure and functionality, ConvNets are particularly well suited within this field of application compared to other methods.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Anonymous\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3346213080\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783346213082\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Grin Verlag\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/07\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 32\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.12lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.27h x 5.83w x 0.08d","brand":"Anonymous","offers":[{"title":"Paperback","offer_id":47452800844031,"sku":"9783346213082","price":39.5,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_61a8c796-fad6-4b2d-8032-fee658f56611.jpg?v=1761930558","url":"https:\/\/www.whiterainbookhouse.com\/products\/the-architecture-of-convnets-and-anonymous-9783346213082","provider":"WR Book House","version":"1.0","type":"link"}