{"id":2129,"date":"2025-08-05T15:52:03","date_gmt":"2025-08-05T13:52:03","guid":{"rendered":"https:\/\/web.umons.ac.be\/isia\/?p=2129"},"modified":"2025-08-05T15:52:03","modified_gmt":"2025-08-05T13:52:03","slug":"publication-of-the-2nd-edition-of-from-human-attention-to-computational-attention","status":"publish","type":"post","link":"https:\/\/web.umons.ac.be\/isia\/en\/publication-of-the-2nd-edition-of-from-human-attention-to-computational-attention\/","title":{"rendered":"Publication of the 2nd Edition of From Human Attention to Computational Attention"},"content":{"rendered":"<p>This volume,edited by <strong>Matei Mancas<\/strong>, Vincent P. Ferrera, and Antoine Coutrot, ,offers a multidisciplinary overview of advances in attention modeling, blending psychological foundations, neuroscientific approaches, and innovations in artificial intelligence. The first edition established the basis for saliency models; this new edition addresses the integration of attentional mechanisms within deep neural networks (attention modules, transformers, Grad-CAM) and explores parallels between brain architectures and deep learning designs.<\/p>\n<p>Interdisciplinary contributions feature experts in cognitive psychology, computational neuroscience, signal engineering, and computer science.<\/p>\n<p><strong>Highlights:<\/strong><\/p>\n<ul>\n<li>Foundations of attention and signal-detection models<\/li>\n<li>Experimental validation and real-world applications (images, video, multimodal)<\/li>\n<li>Attention mechanisms within DNNs and biomimetic opportunities<\/li>\n<li>Future perspectives on neuroscience\u2013AI convergence<\/li>\n<\/ul>\n<p><strong>\u00a0<\/strong><\/p>\n<p><strong>Digital Access (PDF\/EPUB)<\/strong><br \/>\nDownload the PDF or EPUB now 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>&nbsp;<\/p>\n<p><strong>Keywords:<\/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>ISIA LAB is pleased to announce the release of the 2nd edition of From Human Attention to Computational Attention \u2013 A Multidisciplinary Approach, edited by Matei Mancas, Vincent P. Ferrera, and Antoine Coutrot, and published by Springer Nature with UMONS access.<\/p>\n","protected":false},"author":286,"featured_media":2131,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[],"class_list":["post-2129","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-research"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publication of the 2nd Edition of 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\/en\/publication-of-the-2nd-edition-of-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 of the 2nd Edition of From Human Attention to Computational Attention - Service \/ FPMS - Information, Signal, et Intelligence Artificielle\" \/>\n<meta property=\"og:description\" content=\"ISIA LAB is pleased to announce the release of the 2nd edition of From Human Attention to Computational Attention \u2013 A Multidisciplinary Approach, edited by Matei Mancas, Vincent P. Ferrera, and Antoine Coutrot, and published by Springer Nature with UMONS access.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/web.umons.ac.be\/isia\/en\/publication-of-the-2nd-edition-of-from-human-attention-to-computational-attention\/\" \/>\n<meta property=\"og:site_name\" content=\"Service \/ FPMS - Information, Signal, et Intelligence Artificielle\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-05T13:52:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2025\/08\/image_springer-1024x683.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"683\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Fran\u00e7ois Rocca\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fran\u00e7ois Rocca\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/web.umons.ac.be\/isia\/en\/publication-of-the-2nd-edition-of-from-human-attention-to-computational-attention\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/web.umons.ac.be\/isia\/en\/publication-of-the-2nd-edition-of-from-human-attention-to-computational-attention\/\"},\"author\":{\"name\":\"Fran\u00e7ois Rocca\",\"@id\":\"https:\/\/web.umons.ac.be\/isia\/#\/schema\/person\/d12fa2f36216dc903a5f146c730f3ac8\"},\"headline\":\"Publication of the 2nd Edition of From Human Attention to Computational Attention\",\"datePublished\":\"2025-08-05T13:52:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/web.umons.ac.be\/isia\/en\/publication-of-the-2nd-edition-of-from-human-attention-to-computational-attention\/\"},\"wordCount\":154,\"image\":{\"@id\":\"https:\/\/web.umons.ac.be\/isia\/en\/publication-of-the-2nd-edition-of-from-human-attention-to-computational-attention\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2025\/08\/image_springer.png\",\"articleSection\":[\"Research\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/web.umons.ac.be\/isia\/en\/publication-of-the-2nd-edition-of-from-human-attention-to-computational-attention\/\",\"url\":\"https:\/\/web.umons.ac.be\/isia\/en\/publication-of-the-2nd-edition-of-from-human-attention-to-computational-attention\/\",\"name\":\"Publication of the 2nd Edition of From Human Attention to Computational Attention - 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