{"id":659,"date":"2025-03-05T08:37:36","date_gmt":"2025-03-05T07:37:36","guid":{"rendered":"https:\/\/droitsdelia.org\/?p=659"},"modified":"2025-03-13T14:26:12","modified_gmt":"2025-03-13T13:26:12","slug":"deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche","status":"publish","type":"post","link":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/","title":{"rendered":"Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche"},"content":{"rendered":"\n

\ud83e\udd16 Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche \ud83d\ude80<\/strong><\/h1>\n\n\n
R\u00e9flexions concernant l’IA<\/a><\/div>\n\n
\n
\"\"<\/figure>\n<\/div>\n\n\n

L\u2019association du Deep Learning<\/strong> et de la r\u00e9tro-ing\u00e9nierie<\/strong> ouvre de nouvelles perspectives dans de nombreux domaines, de l\u2019\u00e9lectronique aux sciences des mat\u00e9riaux, en passant par l\u2019ing\u00e9nierie industrielle. Gr\u00e2ce \u00e0 l\u2019apprentissage profond, il devient possible d\u2019analyser, de comprendre et d\u2019optimiser des syst\u00e8mes complexes de mani\u00e8re automatis\u00e9e<\/strong>, une t\u00e2che auparavant r\u00e9serv\u00e9e aux experts humains.<\/p>\n\n\n\n

Une r\u00e9cente \u00e9tude publi\u00e9e dans Nature Communications<\/em> (lien ici<\/a>) d\u00e9montre comment le Deep Learning peut r\u00e9volutionner la conception inverse des structures \u00e9lectromagn\u00e9tiques<\/strong>, en permettant de recr\u00e9er et d\u2019optimiser des composants \u00e0 partir de sp\u00e9cifications donn\u00e9es. D\u00e9cryptons ensemble cette avanc\u00e9e technologique majeure.<\/p>\n\n\n

\n
\"\"<\/figure>\n<\/div>\n\n
\n
\"\"<\/figure>\n<\/div>\n\n
\n
\"\"<\/figure>\n<\/div>\n\n\n
\n\n\n\n

\ud83e\udd16 Qu\u2019est-ce que le Deep Learning appliqu\u00e9 \u00e0 la r\u00e9tro-ing\u00e9nierie ?<\/strong><\/h2>\n\n\n\n

\ud83d\udd39 Le Deep Learning<\/strong>, ou apprentissage profond, repose sur des r\u00e9seaux de neurones capables d\u2019apprendre des mod\u00e8les complexes \u00e0 partir de donn\u00e9es<\/strong>.
\ud83d\udd39 La r\u00e9tro-ing\u00e9nierie<\/strong>, quant \u00e0 elle, consiste \u00e0 d\u00e9construire un objet ou un syst\u00e8me<\/strong> afin de comprendre son fonctionnement et de le reproduire ou l\u2019am\u00e9liorer.<\/p>\n\n\n\n

\ud83d\udca1 L\u2019alliance des deux disciplines permet d\u2019analyser des structures et de g\u00e9n\u00e9rer automatiquement des mod\u00e8les inverses<\/strong>, ouvrant ainsi la voie \u00e0 une optimisation sans pr\u00e9c\u00e9dent<\/strong> dans de nombreux secteurs.<\/p>\n\n\n\n

\n\n\n\n

\ud83d\udce1 Une perc\u00e9e dans la conception inverse des circuits radio et sub-t\u00e9rahertz<\/strong><\/h2>\n\n\n\n

L\u2019\u00e9tude publi\u00e9e dans Nature Communications<\/em> met en avant une approche r\u00e9volutionnaire<\/strong> pour concevoir des circuits radiofr\u00e9quence et sub-t\u00e9rahertz<\/strong> \u00e0 l\u2019aide de l\u2019IA.<\/p>\n\n\n\n

\ud83d\udd0d Les d\u00e9fis traditionnels :<\/strong>
\u27a1\ufe0f La conception de circuits et d\u2019antennes \u00e0 haute fr\u00e9quence n\u00e9cessite des mod\u00e8les math\u00e9matiques complexes<\/strong> et des simulations longues et co\u00fbteuses<\/strong>.
\u27a1\ufe0f Trouver la bonne architecture \u00e9lectromagn\u00e9tique<\/strong> implique souvent des it\u00e9rations fastidieuses et des ajustements manuels.<\/p>\n\n\n\n

\ud83e\udd16 Ce que propose le Deep Learning :<\/strong>
\u2705 Une approche g\u00e9n\u00e9ralis\u00e9e<\/strong> pour concevoir des structures multi-ports \u00e9lectromagn\u00e9tiques<\/strong> de formes arbitraires.
\u2705 Un mod\u00e8le d\u2019IA qui pr\u00e9dit les performances des structures<\/strong> sans avoir \u00e0 r\u00e9soudre explicitement les \u00e9quations de Maxwell.
\u2705 Un processus beaucoup plus rapide<\/strong>, permettant aux ing\u00e9nieurs de tester et d\u2019am\u00e9liorer leurs conceptions en un temps record<\/strong>.<\/p>\n\n\n\n

\ud83d\udca1 Ce progr\u00e8s ouvre la voie \u00e0 des circuits plus performants, optimis\u00e9s et adapt\u00e9s aux nouvelles g\u00e9n\u00e9rations de technologies de communication.<\/strong><\/p>\n\n\n\n

\n\n\n\n

\ud83d\udd2e Vers une r\u00e9tro-ing\u00e9nierie enti\u00e8rement assist\u00e9e par IA ?<\/strong><\/h2>\n\n\n\n

Gr\u00e2ce au Deep Learning<\/strong>, il devient envisageable de d\u00e9mocratiser et d\u2019acc\u00e9l\u00e9rer<\/strong> la r\u00e9tro-ing\u00e9nierie dans plusieurs domaines :<\/p>\n\n\n\n

\ud83d\udd39 Conception de composants \u00e9lectroniques<\/strong> : Analyse et reproduction automatique de circuits imprim\u00e9s et de syst\u00e8mes embarqu\u00e9s<\/strong>.
\ud83d\udd39 Fabrication additive et impression 3D<\/strong> : G\u00e9n\u00e9ration inverse de mod\u00e8les optimis\u00e9s pour l\u2019impression de pi\u00e8ces complexes<\/strong>.
\ud83d\udd39 A\u00e9rospatiale et d\u00e9fense<\/strong> : R\u00e9plication et am\u00e9lioration de structures critiques \u00e0 partir d\u2019analyses IA avanc\u00e9es<\/strong>.<\/p>\n\n\n\n

\ud83d\udca1 Les prochaines ann\u00e9es verront certainement l\u2019essor de syst\u00e8mes combinant IA et r\u00e9tro-ing\u00e9nierie, r\u00e9duisant les d\u00e9lais et am\u00e9liorant la performance des innovations technologiques.<\/strong><\/p>\n\n\n\n

\n\n\n\n

\ud83d\udce2 Conclusion : Une nouvelle \u00e8re pour l\u2019ing\u00e9nierie et l\u2019innovation<\/strong><\/h2>\n\n\n\n

L\u2019int\u00e9gration du Deep Learning dans la r\u00e9tro-ing\u00e9nierie transforme radicalement la fa\u00e7on dont nous analysons et concevons les syst\u00e8mes technologiques<\/strong>. Ce que nous consid\u00e9rions comme des processus longs et complexes<\/strong> peut d\u00e9sormais \u00eatre optimis\u00e9 par l\u2019IA, offrant des perspectives r\u00e9volutionnaires<\/strong> dans tous les domaines industriels.<\/p>\n\n\n\n

\ud83d\udccc Pensez-vous que l\u2019IA remplacera les ing\u00e9nieurs dans le futur ou restera-t-elle un simple outil d\u2019aide \u00e0 la conception ?<\/strong> \ud83e\udd14\ud83d\udca1 Partagez votre avis en commentaire ! \ud83d\udc47<\/p>\n\n\n\n

\ud83d\udd17 Lire l\u2019\u00e9tude compl\u00e8te sur Nature Communications \ud83d\udc49<\/strong> Voir l\u2019article<\/a><\/p>\n\n\n\n

#DeepLearning #IntelligenceArtificielle #RetroIngenierie #Innovation #Technologie #ConceptionInvers\u00e9e #DroitsDeLIA \ud83d\ude80<\/p>\n","protected":false},"excerpt":{"rendered":"

\ud83e\udd16 Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche \ud83d\ude80 L\u2019association du Deep Learning et de la r\u00e9tro-ing\u00e9nierie ouvre de nouvelles perspectives dans de nombreux domaines, de l\u2019\u00e9lectronique aux sciences des mat\u00e9riaux, en passant par l\u2019ing\u00e9nierie industrielle. Gr\u00e2ce \u00e0 l\u2019apprentissage profond, il devient possible d\u2019analyser, de comprendre et d\u2019optimiser des syst\u00e8mes complexes de […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-659","post","type-post","status-publish","format-standard","hentry","category-thinkaboutai"],"yoast_head":"\nDeep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche - Droits de l'IA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche - Droits de l'IA\" \/>\n<meta property=\"og:description\" content=\"\ud83e\udd16 Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche \ud83d\ude80 L\u2019association du Deep Learning et de la r\u00e9tro-ing\u00e9nierie ouvre de nouvelles perspectives dans de nombreux domaines, de l\u2019\u00e9lectronique aux sciences des mat\u00e9riaux, en passant par l\u2019ing\u00e9nierie industrielle. Gr\u00e2ce \u00e0 l\u2019apprentissage profond, il devient possible d\u2019analyser, de comprendre et d\u2019optimiser des syst\u00e8mes complexes de […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/\" \/>\n<meta property=\"og:site_name\" content=\"Droits de l'IA\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/profile.php?id=61572924020212\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-05T07:37:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-13T13:26:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/03\/DLCircuitsIA.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"791\" \/>\n\t<meta property=\"og:image:height\" content=\"792\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Steve Cimolino\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Steve Cimolino\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/\"},\"author\":{\"name\":\"Steve Cimolino\",\"@id\":\"https:\/\/droitsdelia.org\/#\/schema\/person\/80463937b9e7e53c9954708b2a0ee93b\"},\"headline\":\"Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche\",\"datePublished\":\"2025-03-05T07:37:36+00:00\",\"dateModified\":\"2025-03-13T13:26:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/\"},\"wordCount\":645,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/droitsdelia.org\/#organization\"},\"image\":{\"@id\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/03\/DLCircuitsIA.jpg\",\"articleSection\":[\"R\u00e9flexions concernant l'IA\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/\",\"url\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/\",\"name\":\"Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche - Droits de l'IA\",\"isPartOf\":{\"@id\":\"https:\/\/droitsdelia.org\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/03\/DLCircuitsIA.jpg\",\"datePublished\":\"2025-03-05T07:37:36+00:00\",\"dateModified\":\"2025-03-13T13:26:12+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#primaryimage\",\"url\":\"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/03\/DLCircuitsIA.jpg\",\"contentUrl\":\"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/03\/DLCircuitsIA.jpg\",\"width\":791,\"height\":792},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\/\/droitsdelia.org\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/droitsdelia.org\/#website\",\"url\":\"https:\/\/droitsdelia.org\/\",\"name\":\"https:\/\/droitsdelia.org\/\",\"description\":\"Vers une extension des Droits de l\u2019Homme \u00e0 l\u2019intelligence artificielle\",\"publisher\":{\"@id\":\"https:\/\/droitsdelia.org\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/droitsdelia.org\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/droitsdelia.org\/#organization\",\"name\":\"Les droits de l\u2019intelligence artificielle (IA)\",\"url\":\"https:\/\/droitsdelia.org\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/droitsdelia.org\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/01\/ReglementationDeLIA.png\",\"contentUrl\":\"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/01\/ReglementationDeLIA.png\",\"width\":794,\"height\":793,\"caption\":\"Les droits de l\u2019intelligence artificielle (IA)\"},\"image\":{\"@id\":\"https:\/\/droitsdelia.org\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/profile.php?id=61572924020212\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/droitsdelia.org\/#\/schema\/person\/80463937b9e7e53c9954708b2a0ee93b\",\"name\":\"Steve Cimolino\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/droitsdelia.org\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/3d71c0d3a8e4fdd406f28c03c86e04de3f97a7ddf2aaa9215927c133a03705de?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/3d71c0d3a8e4fdd406f28c03c86e04de3f97a7ddf2aaa9215927c133a03705de?s=96&d=mm&r=g\",\"caption\":\"Steve Cimolino\"},\"url\":\"https:\/\/droitsdelia.org\/index.php\/author\/cimosteve\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche - Droits de l'IA","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/","og_locale":"en_US","og_type":"article","og_title":"Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche - Droits de l'IA","og_description":"\ud83e\udd16 Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche \ud83d\ude80 L\u2019association du Deep Learning et de la r\u00e9tro-ing\u00e9nierie ouvre de nouvelles perspectives dans de nombreux domaines, de l\u2019\u00e9lectronique aux sciences des mat\u00e9riaux, en passant par l\u2019ing\u00e9nierie industrielle. Gr\u00e2ce \u00e0 l\u2019apprentissage profond, il devient possible d\u2019analyser, de comprendre et d\u2019optimiser des syst\u00e8mes complexes de […]","og_url":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/","og_site_name":"Droits de l'IA","article_publisher":"https:\/\/www.facebook.com\/profile.php?id=61572924020212","article_published_time":"2025-03-05T07:37:36+00:00","article_modified_time":"2025-03-13T13:26:12+00:00","og_image":[{"width":791,"height":792,"url":"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/03\/DLCircuitsIA.jpg","type":"image\/jpeg"}],"author":"Steve Cimolino","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Steve Cimolino","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#article","isPartOf":{"@id":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/"},"author":{"name":"Steve Cimolino","@id":"https:\/\/droitsdelia.org\/#\/schema\/person\/80463937b9e7e53c9954708b2a0ee93b"},"headline":"Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche","datePublished":"2025-03-05T07:37:36+00:00","dateModified":"2025-03-13T13:26:12+00:00","mainEntityOfPage":{"@id":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/"},"wordCount":645,"commentCount":0,"publisher":{"@id":"https:\/\/droitsdelia.org\/#organization"},"image":{"@id":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#primaryimage"},"thumbnailUrl":"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/03\/DLCircuitsIA.jpg","articleSection":["R\u00e9flexions concernant l'IA"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/","url":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/","name":"Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche - Droits de l'IA","isPartOf":{"@id":"https:\/\/droitsdelia.org\/#website"},"primaryImageOfPage":{"@id":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#primaryimage"},"image":{"@id":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#primaryimage"},"thumbnailUrl":"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/03\/DLCircuitsIA.jpg","datePublished":"2025-03-05T07:37:36+00:00","dateModified":"2025-03-13T13:26:12+00:00","breadcrumb":{"@id":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#primaryimage","url":"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/03\/DLCircuitsIA.jpg","contentUrl":"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/03\/DLCircuitsIA.jpg","width":791,"height":792},{"@type":"BreadcrumbList","@id":"https:\/\/droitsdelia.org\/index.php\/2025\/03\/05\/deep-learning-et-retro-ingenierie-une-revolution-technologique-en-marche\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/droitsdelia.org\/"},{"@type":"ListItem","position":2,"name":"Deep Learning et R\u00e9tro-ing\u00e9nierie : Une R\u00e9volution Technologique en Marche"}]},{"@type":"WebSite","@id":"https:\/\/droitsdelia.org\/#website","url":"https:\/\/droitsdelia.org\/","name":"https:\/\/droitsdelia.org\/","description":"Vers une extension des Droits de l\u2019Homme \u00e0 l\u2019intelligence artificielle","publisher":{"@id":"https:\/\/droitsdelia.org\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/droitsdelia.org\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/droitsdelia.org\/#organization","name":"Les droits de l\u2019intelligence artificielle (IA)","url":"https:\/\/droitsdelia.org\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/droitsdelia.org\/#\/schema\/logo\/image\/","url":"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/01\/ReglementationDeLIA.png","contentUrl":"https:\/\/droitsdelia.org\/wp-content\/uploads\/2025\/01\/ReglementationDeLIA.png","width":794,"height":793,"caption":"Les droits de l\u2019intelligence artificielle (IA)"},"image":{"@id":"https:\/\/droitsdelia.org\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/profile.php?id=61572924020212"]},{"@type":"Person","@id":"https:\/\/droitsdelia.org\/#\/schema\/person\/80463937b9e7e53c9954708b2a0ee93b","name":"Steve Cimolino","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/droitsdelia.org\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/3d71c0d3a8e4fdd406f28c03c86e04de3f97a7ddf2aaa9215927c133a03705de?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/3d71c0d3a8e4fdd406f28c03c86e04de3f97a7ddf2aaa9215927c133a03705de?s=96&d=mm&r=g","caption":"Steve Cimolino"},"url":"https:\/\/droitsdelia.org\/index.php\/author\/cimosteve\/"}]}},"_links":{"self":[{"href":"https:\/\/droitsdelia.org\/index.php\/wp-json\/wp\/v2\/posts\/659","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/droitsdelia.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/droitsdelia.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/droitsdelia.org\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/droitsdelia.org\/index.php\/wp-json\/wp\/v2\/comments?post=659"}],"version-history":[{"count":3,"href":"https:\/\/droitsdelia.org\/index.php\/wp-json\/wp\/v2\/posts\/659\/revisions"}],"predecessor-version":[{"id":816,"href":"https:\/\/droitsdelia.org\/index.php\/wp-json\/wp\/v2\/posts\/659\/revisions\/816"}],"wp:attachment":[{"href":"https:\/\/droitsdelia.org\/index.php\/wp-json\/wp\/v2\/media?parent=659"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/droitsdelia.org\/index.php\/wp-json\/wp\/v2\/categories?post=659"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/droitsdelia.org\/index.php\/wp-json\/wp\/v2\/tags?post=659"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}