{"id":2125,"date":"2025-08-05T15:51:58","date_gmt":"2025-08-05T13:51:58","guid":{"rendered":"https:\/\/web.umons.ac.be\/isia\/?p=2125"},"modified":"2025-08-05T15:51:58","modified_gmt":"2025-08-05T13:51:58","slug":"publication-de-la-2%e1%b5%89-edition-de-from-human-attention-to-computational-attention","status":"publish","type":"post","link":"https:\/\/web.umons.ac.be\/isia\/publication-de-la-2%e1%b5%89-edition-de-from-human-attention-to-computational-attention\/","title":{"rendered":"Publication de la 2\u1d49 \u00e9dition de : From Human Attention to Computational Attention"},"content":{"rendered":"<p>Cet ouvrage, coordonn\u00e9 par <strong>Matei Mancas<\/strong>, Vincent Ferrera et Antoine Coutrot, offre un panorama pluridisciplinaire des avanc\u00e9es en mod\u00e9lisation de l\u2019attention, m\u00ealant fondamentaux psychologiques, approches neuroscientifiques et innovations en intelligence artificielle. La premi\u00e8re \u00e9dition avait pos\u00e9 les bases des mod\u00e8les d\u2019attention humaine; cette nouvelle \u00e9dition aborde l\u2019int\u00e9gration des m\u00e9canismes attentionnels dans les r\u00e9seaux profonds (attention modules, transformers, grad-cam) et explore les parall\u00e8les entre architectures c\u00e9r\u00e9brales et architectures de Deep Learning.<\/p>\n<p>Parmi les contributions interdisciplinaires figurent des sp\u00e9cialistes en psychologie cognitive, neurosciences computationnelles, ing\u00e9nierie du signal et informatique.<\/p>\n<p>L\u2019un des points forts de l\u2019ouvrage est l\u2019\u00e9quilibre th\u00e9orie\/pratique :<\/p>\n<ul>\n<li>Fondements de l\u2019attention et mod\u00e8les de d\u00e9tection de signal<\/li>\n<li>Validation exp\u00e9rimentale et applications r\u00e9elles (images, vid\u00e9o, multimodalit\u00e9)<\/li>\n<li>M\u00e9canismes attentionnels au sein des DNN et opportunit\u00e9s de biomim\u00e9tisme<\/li>\n<li>Perspectives d\u2019avenir pour la convergence neurosciences\u2013IA<\/li>\n<\/ul>\n<p><strong>\u00a0<\/strong><\/p>\n<p><strong>Acc\u00e8s num\u00e9rique (PDF\/EPUB)<\/strong><br \/>\nT\u00e9l\u00e9chargez d\u00e8s maintenant la version PDF ou EPUB via <a href=\"https:\/\/link.springer.com\/book\/10.1007\/978-3-031-84300-6\">https:\/\/link.springer.com\/book\/10.1007\/978-3-031-84300-6<\/a><\/p>\n<p><strong>Mots-cl\u00e9s<\/strong><br \/>\nAttention Modeling \u2022 Saliency Models \u2022 Neural Networks \u2022 Deep Learning \u2022 Computational Neuroscience \u2022 Biomimetics<\/p>\n","protected":false},"excerpt":{"rendered":"<p>L\u2019ISIA LAB annonce la parution de la 2\u1d49 \u00e9dition de l\u2019ouvrage From Human Attention to Computational Attention \u2013 A Multidisciplinary Approach, coordonn\u00e9 par Matei Mancas, Vincent P. Ferrera et Antoine Coutrot, et publi\u00e9 chez Springer Nature.<\/p>\n","protected":false},"author":286,"featured_media":2133,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[33],"tags":[],"class_list":["post-2125","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-recherche"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publication de la 2\u1d49 \u00e9dition de : From Human Attention to Computational Attention - Service \/ FPMS - Information, Signal, et Intelligence Artificielle<\/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:\/\/web.umons.ac.be\/isia\/publication-de-la-2\u1d49-edition-de-from-human-attention-to-computational-attention\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publication de la 2\u1d49 \u00e9dition de : From Human Attention to Computational Attention - Service \/ FPMS - Information, Signal, et Intelligence Artificielle\" \/>\n<meta property=\"og:description\" content=\"L\u2019ISIA LAB annonce la parution de la 2\u1d49 \u00e9dition de l\u2019ouvrage From Human Attention to Computational Attention \u2013 A Multidisciplinary Approach, coordonn\u00e9 par Matei Mancas, Vincent P. 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