{"id":419859,"date":"2023-04-24T12:38:08","date_gmt":"2023-04-24T10:38:08","guid":{"rendered":"https:\/\/www.ecinews.fr\/?post_type=white_papers&#038;p=419859"},"modified":"2023-04-24T12:38:08","modified_gmt":"2023-04-24T10:38:08","slug":"introduction-aux-reseaux-de-neurones-convolutifs-quest-ce-que-le-machine-learning","status":"publish","type":"white_papers","link":"https:\/\/www.ecinews.fr\/fr\/white_papers\/introduction-aux-reseaux-de-neurones-convolutifs-quest-ce-que-le-machine-learning\/","title":{"rendered":"Introduction aux r\u00e9seaux de neurones convolutifs\u2009: qu\u2019est-ce que le Machine Learning\u2009?"},"content":{"rendered":"<p>Le monde de l\u2019intelligence artificielle (IA) \u00e9volue rapidement, rendant possible un nombre croissant d\u2019applications longtemps inenvisageables ou dont la mise en \u0153uvre s\u2019av\u00e9rait hautement complexe. Dans cette s\u00e9rie d\u2019articles, nous tenterons d\u2019expliquer le fonctionnement des r\u00e9seaux de neurones convolutifs (CNN \u2014 <em>Convolutional Neural Networks<\/em>), ainsi que leur importance dans l\u2019apprentissage automatique au sein des syst\u00e8mes d\u2019IA. Les r\u00e9seaux de neurones convolutifs sont des outils puissants qui permettent d\u2019extraire des motifs (<em>patterns<\/em>) \u00e0 partir de donn\u00e9es complexes, ce qui inclut entre autres la reconnaissance de formes complexes dans des signaux audio ou des images. Le pr\u00e9sent article d\u00e9crit les avantages des r\u00e9seaux de neurones convolutifs par rapport \u00e0 la programmation lin\u00e9aire classique. Dans un prochain article intitul\u00e9 \u00ab\u2009<em>Formation sur les r\u00e9seaux de neurones convolutifs\u2009: qu\u2019est-ce que l\u2019apprentissage automatique\u2009?\u20092<sup>e<\/sup> partie\u2009<\/em>\u00bb, nous aborderons la mani\u00e8re dont les mod\u00e8les CNN sont entra\u00een\u00e9s. Un troisi\u00e8me article, enfin, sera consacr\u00e9 \u00e0 un cas d\u2019utilisation sp\u00e9cifique et au test du mod\u00e8le \u00e0 l\u2019aide d\u2019un microcontr\u00f4leur fond\u00e9 sur l\u2019intelligence artificielle.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le monde de l\u2019intelligence artificielle (IA) \u00e9volue rapidement, rendant possible un nombre croissant d\u2019applications longtemps inenvisageables ou dont la mise en \u0153uvre s\u2019av\u00e9rait hautement complexe. Dans cette s\u00e9rie d\u2019articles, nous tenterons d\u2019expliquer le fonctionnement des r\u00e9seaux de neurones convolutifs (CNN \u2014 Convolutional Neural Networks), ainsi que leur importance dans l\u2019apprentissage automatique au sein des syst\u00e8mes [&hellip;]<\/p>\n","protected":false},"featured_media":419865,"template":"","tags":[],"company":[613],"wp_category":[],"ppma_author":[1154],"class_list":["post-419859","white_papers","type-white_papers","status-publish","has-post-thumbnail","hentry","company-analog-devices"],"acf":[],"yoast_head":"<title>Introduction aux r\u00e9seaux de neurones convolutifs\u2009: qu\u2019est-...<\/title>\n<meta name=\"description\" content=\"expliquer le fonctionnement des r\u00e9seaux de neurones convolutifs ainsi que leur importance dans l\u2019apprentissage automatique au sein des syst\u00e8mes d\u2019IA\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ecinews.fr\/fr\/wp-json\/wp\/v2\/white_papers\/419859\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Introduction aux r\u00e9seaux de neurones convolutifs\u2009: qu\u2019est-ce que le Machine Learning\u2009?\" \/>\n<meta property=\"og:description\" content=\"expliquer le fonctionnement des r\u00e9seaux de neurones convolutifs ainsi que leur importance dans l\u2019apprentissage automatique au sein des syst\u00e8mes d\u2019IA\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ecinews.fr\/fr\/wp-json\/wp\/v2\/white_papers\/419859\/\" \/>\n<meta property=\"og:site_name\" content=\"EENewsEurope\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ecinews.fr\/wp-content\/uploads\/2023\/04\/480370-fig-02.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"795\" \/>\n\t<meta property=\"og:image:height\" content=\"617\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.ecinews.fr\/fr\/white_papers\/introduction-aux-reseaux-de-neurones-convolutifs-quest-ce-que-le-machine-learning\/\",\"url\":\"https:\/\/www.ecinews.fr\/fr\/white_papers\/introduction-aux-reseaux-de-neurones-convolutifs-quest-ce-que-le-machine-learning\/\",\"name\":\"Introduction aux r\u00e9seaux de neurones convolutifs\u2009: qu\u2019est-ce que le Machine Learning\u2009? 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