{"id":147839,"date":"2025-05-12T14:03:39","date_gmt":"2025-05-12T14:03:39","guid":{"rendered":"https:\/\/www.unipi.it\/ateneo\/organizzazione\/persone\/claudio-gallicchio-77974-en\/"},"modified":"2026-04-01T04:40:20","modified_gmt":"2026-04-01T02:40:20","slug":"claudio-gallicchio-77974-en","status":"publish","type":"unipi_persone","link":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/","title":{"rendered":"Claudio Gallicchio"},"content":{"rendered":"<p>Professore Associato &#8211; Dipartimento di Informatica | Tel.: 0502212111 &#8211; Email: claudio.gallicchio@unipi.it<\/p>\n","protected":false},"template":"","meta":{"unipi-persone-chiave":"77974","unipi-persone-nome":"Claudio","unipi-persone-cognome":"Gallicchio","unipi-persone-email":"claudio.gallicchio@unipi.it","unipi-persone-cv":"Claudio Gallicchio received the Laurea degree in Computer Science from the University of Bari, Bari, Italy, in 2007 and the Ph.D. degree in Computer Science from the University of Pisa, Pisa, Italy, in 2011. Currently, he is Assistant Professor at the Department of Computer Science, University of Pisa, within the Computational Intelligence & Machine Learning Group (CIML). He is chair of the IEEE Task Force on Reservoir Computing (TFRC), and member of the IEEE CIS Task Force on Deep Learning. Moreover, he is member of several program committees of conferences and workshops in Machine Learning and Artificial Intelligence. His research interests include machine learning, deep learning, recurrent and recursive neural networks, reservoir computing, sequence and structured domains learning, with applications to cheminformatics, wireless and intelligent sensor networks, robotics, human activity recognition, document processing, smart grid. Since 2011 he is involved in European projects in the fields of computational intelligence, robotics, ambient assisted living and human activity recognition. He has co-authored more than 50 papers published in international journals and conference proceedings.","unipi-persone-link-esterno-cv":"","unipi-persone-modalita-ricevimento":"Gli studenti che richiedono un ricevimento sono pregati di prenotarsi online al seguente sito, dove possono trovare gli slot disponibili in tempo reale:\r\nhttps:\/\/calendar.google.com\/calendar\/u\/0\/appointments\/schedules\/AcZssZ0Up031GB_4fDqPdJtxq5TJtv7YrgASM-lAfmI7q_5Ly-CvF84dZs_YwGL2uQOnXYSFjTn20K3M\r\n\r\n\r\n\r\n","unipi-persone-luogo-ricevimento":"di persona: ufficio 358N, dipartimento di informatica; oppure online (generalmente su MS Teams)\r\n\r\n","unipi-persone-ore-ricevimento":"su richiesta a questo link: https:\/\/calendar.google.com\/calendar\/u\/0\/appointments\/schedules\/AcZssZ0Up031GB_4fDqPdJtxq5TJtv7YrgASM-lAfmI7q_5Ly-CvF84dZs_YwGL2uQOnXYSFjTn20K3M\r\n\r\n","unipi-persone-telefono":"0502212111","unipi-persone-sitoweb":"","unipi-persone-cariche":"","unipi-persone-link-orario-lezioni":"https:\/\/unipi.prod.up.cineca.it\/calendarioPubblico\/matricola=012960","unipi-persone-link-registro-lezioni":"https:\/\/unimap.unipi.it\/registri\/registri.php?ri=012960&tmplt=principale.tpl","unipi-persone-settore-scientifico":"Informatica INFO-01\/A","unipi-persone-ruolo":"Professore Associato","unipi-persone-arpi":"https:\/\/arpi.unipi.it\/cris\/rp\/rp02361","unipi-persone-pubblicazioni":"<ul class=\"pubblicazioni-list\"><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1338529\" target=\"_blank\" rel=\"noopener noreferrer\">Enhancing randomized recurrent neural networks with explainable attribution methods<\/a> <span class=\"pub-details\">(Spinnato, F.; Ceni, A.; Cossu, A.; Guidotti, R.; Gallicchio, C.; Bacciu, D. - 2026 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1338527\" target=\"_blank\" rel=\"noopener noreferrer\">Direct Feedback Alignment for\u00a0Recurrent Neural Networks<\/a> <span class=\"pub-details\">(Folchini, Sara; Cossu, Andrea; Ceni, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; Gallicchio, Claudio - 2026 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1329207\" target=\"_blank\" rel=\"noopener noreferrer\">Benchmarking Nonlinear Readouts in\u00a0Linear Reservoir Networks<\/a> <span class=\"pub-details\">(Lagomarsini, Giacomo; Ceni, Andrea; Gallicchio, Claudio - 2026 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1329208\" target=\"_blank\" rel=\"noopener noreferrer\">On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems<\/a> <span class=\"pub-details\">(Gravina, A.; Eliasof, M.; Gallicchio, C.; Bacciu, D.; Schonlieb, C. -B. - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1329187\" target=\"_blank\" rel=\"noopener noreferrer\">Hardware friendly deep reservoir computing<\/a> <span class=\"pub-details\">(Gallicchio, Claudio; Soriano, Miguel C. - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1321388\" target=\"_blank\" rel=\"noopener noreferrer\">Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks<\/a> <span class=\"pub-details\">(Heilig, Simon; Gravina, Alessio; Trenta, Alessandro; Gallicchio, Claudio; Bacciu, Davide - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1313109\" target=\"_blank\" rel=\"noopener noreferrer\">Non-dissipative Propagation by\u00a0Randomized Anti-symmetric Deep Graph Networks<\/a> <span class=\"pub-details\">(Gravina, A.; Gallicchio, C.; Bacciu, D. - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1313108\" target=\"_blank\" rel=\"noopener noreferrer\">Sparse Reservoir Topologies for Physical Implementations of Random Oscillators Networks<\/a> <span class=\"pub-details\">(Cossu, A.; Ceni, A.; Bacciu, D.; Gallicchio, C. - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1339407\" target=\"_blank\" rel=\"noopener noreferrer\">Informed Machine Learning for Complex Data<\/a> <span class=\"pub-details\">(Oneto, Luca; Navarin, Nicol\u00f2; Micheli, Alessio; Pasa, Luca; Gallicchio, Claudio; Bacciu, Davide; Anguita, Davide - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1325628\" target=\"_blank\" rel=\"noopener noreferrer\">Enhancing Echo State Networks with Gradient-based Explainability Methods<\/a> <span class=\"pub-details\">(Spinnato, Francesco; Cossu, Andrea; Guidotti, Riccardo; Ceni, Andrea; Gallicchio, Claudio; Bacciu, Davide - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1313111\" target=\"_blank\" rel=\"noopener noreferrer\">EMERGE - Emergent Awareness from Minimal Collectives<\/a> <span class=\"pub-details\">(Bacciu, Davide; Ambriola, Vincenzo; Bahrami, Bahador; Ceni, Andrea; Cossu, Andrea; De Caro, Valerio; Della Santina, Cosimo; Deroy, Ophelia; Gallicchio, Claudio; Guidotti, Riccardo; Hauert, Sabine; Jones, Simon; Karpus, Jurgis; Lee, Suet; Liu, Jingyue; Lomonaco, Vincenzo; Meertens, Nadine; Milner, Emma; Monreale, Anna; Nakahara, Renan Picoreti; Ramirez, Mariano; Shahabi, Ebrahim; St\u00f6lzle, Maximilian - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1271536\" target=\"_blank\" rel=\"noopener noreferrer\">Edge of Stability Echo State Network<\/a> <span class=\"pub-details\">(Ceni, A.; Gallicchio, C. - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1271535\" target=\"_blank\" rel=\"noopener noreferrer\">Deep Echo State Networks for\u00a0Modelling of\u00a0Industrial Systems<\/a> <span class=\"pub-details\">(Rodriguez-Ossorio, J. R.; Gallicchio, C.; Moran, A.; Diaz, I.; Fuertes, J. J.; Dominguez, M. - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1271534\" target=\"_blank\" rel=\"noopener noreferrer\">Long Range Propagation on Continuous-Time Dynamic Graphs<\/a> <span class=\"pub-details\">(Gravina, A.; Lovisotto, G.; Gallicchio, C.; Bacciu, D.; Grohnfeldt, C. - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1271533\" target=\"_blank\" rel=\"noopener noreferrer\">Decentralized Incremental Federated Learning with Echo State Networks<\/a> <span class=\"pub-details\">(Pompei, G.; Dazzi, P.; De Caro, V.; Gallicchio, C. - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><\/ul>","unipi-persone-didattica":"<ul class=\"registri-list\"><li>Computational neuroscience (modulo dell'insegnamento applied brain science cod. 001ma) per Laurea Magistrale in Bionics engineering<br\/><strong>Insegnamenti condivisi\/mutuati:<\/strong><ul class=\"registri-shared\"><li>Computational neuroscience (cod. 674AA) - Laurea Magistrale in Informatics for digital health<\/li><li>Computational neuroscience (cod. 674AA) - Laurea Magistrale in Informatica<\/li><\/ul><\/li><li>Introduzione all'intelligenza artificiale - corso b (cod. 586AA) per Laurea in Informatica<br\/><strong>Insegnamenti condivisi\/mutuati:<\/strong><ul class=\"registri-shared\"><li>Introduzione all'intelligenza artificiale (cod. 586AA) - Laurea Magistrale in Informatica umanistica<\/li><\/ul><\/li><li>Algoritmica (cod. 429AA) per Laurea in Informatica umanistica<\/li><\/ul>","unipi-persone-codocenze":"","unipi-persone-interessi-ricerca":"","_wpml_word_count":"15","_last_translation_edit_mode":"translation-editor","_elementor_page_assets":[]},"organizzazioni":[3668],"class_list":["post-147839","unipi_persone","type-unipi_persone","status-publish","hentry","organizzazioni-dipartimento-di-informatica-489999-en"],"email":"claudio.gallicchio@unipi.it","telefono":"0502212111","content_plain":"Professore Associato &#8211; Dipartimento di Informatica | Tel.: 0502212111 &#8211; Email: claudio.gallicchio@unipi.it","photo_url":null,"ruoli_tags":[{"id":759,"name":"PA","slug":"pa"}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Claudio Gallicchio ~ UNIPI<\/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:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Claudio Gallicchio ~ UNIPI\" \/>\n<meta property=\"og:description\" content=\"Professore Associato &#8211; Dipartimento di Informatica | Tel.: 0502212111 &#8211; Email: claudio.gallicchio@unipi.it\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/\" \/>\n<meta property=\"og:site_name\" content=\"UNIPI\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/unipisaofficial\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-01T02:40:20+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/\",\"url\":\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/\",\"name\":\"Claudio Gallicchio ~ UNIPI\",\"isPartOf\":{\"@id\":\"https:\/\/www.unipi.it\/en\/#website\"},\"datePublished\":\"2025-05-12T14:03:39+00:00\",\"dateModified\":\"2026-04-01T02:40:20+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\",\"item\":\"https:\/\/www.unipi.it\/en\/home\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Claudio Gallicchio\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.unipi.it\/en\/#website\",\"url\":\"https:\/\/www.unipi.it\/en\/\",\"name\":\"UNIPI\",\"description\":\"UNIPI\",\"publisher\":{\"@id\":\"https:\/\/www.unipi.it\/en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.unipi.it\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.unipi.it\/en\/#organization\",\"name\":\"UNIPI\",\"url\":\"https:\/\/www.unipi.it\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.unipi.it\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.unipi.it\/wp-content\/uploads\/Raggruppa-3020.svg\",\"contentUrl\":\"https:\/\/www.unipi.it\/wp-content\/uploads\/Raggruppa-3020.svg\",\"width\":176,\"height\":64,\"caption\":\"UNIPI\"},\"image\":{\"@id\":\"https:\/\/www.unipi.it\/en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/unipisaofficial\/\",\"https:\/\/www.instagram.com\/unipisa\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Claudio Gallicchio ~ UNIPI","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:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/","og_locale":"en_US","og_type":"article","og_title":"Claudio Gallicchio ~ UNIPI","og_description":"Professore Associato &#8211; Dipartimento di Informatica | Tel.: 0502212111 &#8211; Email: claudio.gallicchio@unipi.it","og_url":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/","og_site_name":"UNIPI","article_publisher":"https:\/\/www.facebook.com\/unipisaofficial\/","article_modified_time":"2026-04-01T02:40:20+00:00","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/","url":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/","name":"Claudio Gallicchio ~ UNIPI","isPartOf":{"@id":"https:\/\/www.unipi.it\/en\/#website"},"datePublished":"2025-05-12T14:03:39+00:00","dateModified":"2026-04-01T02:40:20+00:00","breadcrumb":{"@id":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/claudio-gallicchio-77974-en\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"","item":"https:\/\/www.unipi.it\/en\/home\/"},{"@type":"ListItem","position":2,"name":"Claudio Gallicchio"}]},{"@type":"WebSite","@id":"https:\/\/www.unipi.it\/en\/#website","url":"https:\/\/www.unipi.it\/en\/","name":"UNIPI","description":"UNIPI","publisher":{"@id":"https:\/\/www.unipi.it\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.unipi.it\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.unipi.it\/en\/#organization","name":"UNIPI","url":"https:\/\/www.unipi.it\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.unipi.it\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.unipi.it\/wp-content\/uploads\/Raggruppa-3020.svg","contentUrl":"https:\/\/www.unipi.it\/wp-content\/uploads\/Raggruppa-3020.svg","width":176,"height":64,"caption":"UNIPI"},"image":{"@id":"https:\/\/www.unipi.it\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/unipisaofficial\/","https:\/\/www.instagram.com\/unipisa\/"]}]}},"_links":{"self":[{"href":"https:\/\/www.unipi.it\/en\/wp-json\/wp\/v2\/unipi_persone\/147839","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.unipi.it\/en\/wp-json\/wp\/v2\/unipi_persone"}],"about":[{"href":"https:\/\/www.unipi.it\/en\/wp-json\/wp\/v2\/types\/unipi_persone"}],"wp:attachment":[{"href":"https:\/\/www.unipi.it\/en\/wp-json\/wp\/v2\/media?parent=147839"}],"wp:term":[{"taxonomy":"organizzazioni","embeddable":true,"href":"https:\/\/www.unipi.it\/en\/wp-json\/wp\/v2\/organizzazioni?post=147839"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}