{"id":144171,"date":"2025-05-12T13:51:59","date_gmt":"2025-05-12T13:51:59","guid":{"rendered":"https:\/\/www.unipi.it\/ateneo\/organizzazione\/persone\/andrea-ceni-173990-en\/"},"modified":"2026-04-01T04:35:35","modified_gmt":"2026-04-01T02:35:35","slug":"andrea-ceni-173990-en","status":"publish","type":"unipi_persone","link":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/andrea-ceni-173990-en\/","title":{"rendered":"Andrea Ceni"},"content":{"rendered":"<p>Ricercatore a tempo determinato L.240\/2010  &#8211; Dipartimento di Informatica | Email: andrea.ceni@unipi.it<\/p>\n","protected":false},"template":"","meta":{"unipi-persone-chiave":"173990","unipi-persone-nome":"Andrea","unipi-persone-cognome":"Ceni","unipi-persone-email":"andrea.ceni@unipi.it","unipi-persone-cv":"","unipi-persone-link-esterno-cv":"","unipi-persone-modalita-ricevimento":"","unipi-persone-luogo-ricevimento":"room 333","unipi-persone-ore-ricevimento":"su appuntamento","unipi-persone-telefono":"","unipi-persone-sitoweb":"","unipi-persone-cariche":"","unipi-persone-link-orario-lezioni":"https:\/\/unipi.prod.up.cineca.it\/calendarioPubblico\/matricola=052721","unipi-persone-link-registro-lezioni":"https:\/\/unimap.unipi.it\/registri\/registri.php?ri=052721&tmplt=principale.tpl","unipi-persone-settore-scientifico":"Informatica INFO-01\/A","unipi-persone-ruolo":"Ricercatore a tempo determinato L.240\/2010 ","unipi-persone-arpi":"https:\/\/arpi.unipi.it\/cris\/rp\/rp186096","unipi-persone-pubblicazioni":"<ul class=\"pubblicazioni-list\"><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1357829\" target=\"_blank\" rel=\"noopener noreferrer\">RCbench: a unified framework for benchmarking reservoir computing systems<\/a> <span class=\"pub-details\">(Pilati, D.; Ceni, A.; Michieletti, F.; Gallicchio, C.; Ricciardi, C.; Milano, G. - 2026 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1357828\" target=\"_blank\" rel=\"noopener noreferrer\">Sparse assemblies of recurrent neural networks with stability guarantees<\/a> <span class=\"pub-details\">(Ceni, A.; De Caro, V.; Bacciu, D.; Gallicchio, C. - 2026 - 1.1 Articolo in rivista)<\/span><\/li><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\/1357833\" target=\"_blank\" rel=\"noopener noreferrer\">Graph Adaptive Autoregressive Moving Average Models<\/a> <span class=\"pub-details\">(Eliasof, M.; Gravina, A.; Ceni, A.; 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\/1357832\" target=\"_blank\" rel=\"noopener noreferrer\">Residual Reservoir Memory Networks<\/a> <span class=\"pub-details\">(Pinna, M.; Ceni, A.; Gallicchio, C. - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1343927\" target=\"_blank\" rel=\"noopener noreferrer\">Random Orthogonal Additive Filters: A Solution to the Vanishing\/Exploding Gradient of Deep Neural Networks<\/a> <span class=\"pub-details\">(Ceni, A. - 2025 - 1.1 Articolo in rivista)<\/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\/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\/1271531\" target=\"_blank\" rel=\"noopener noreferrer\">Non-dissipative Reservoir Computing Approaches for\u00a0Time-Series Classification<\/a> <span class=\"pub-details\">(Gallicchio, C.; Ceni, A. - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1271529\" target=\"_blank\" rel=\"noopener noreferrer\">Residual Echo State Networks: Residual recurrent neural networks with stable dynamics and fast learning<\/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\/1268227\" target=\"_blank\" rel=\"noopener noreferrer\">Continuously Deep Recurrent Neural Networks<\/a> <span class=\"pub-details\">(Ceni, Andrea; Ford Dominey, Peter; Gallicchio, Claudio; Micheli, Alessio; Pedrelli, Luca; Tortorella, Domenico - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><\/ul>","unipi-persone-didattica":"","unipi-persone-codocenze":"<h4 class=\"mt-2\">Incarichi di co-docenza in moduli\/insegnamenti<\/h4><ul><li>Laboratorio I - Corso A (Cod. 731AA) per Laurea in Informatica<\/li><li>Computational Neuroscience (Modulo dell&#039;insegnamento Applied Brain Science Cod. 001MA) per Laurea Magistrale in Bionics engineering<\/li><li>Computational Neuroscience (Modulo dell&#039;insegnamento Applied Brain Science Cod. 001MA) per Laurea Magistrale in Bionics engineering<\/li><\/ul>","unipi-persone-interessi-ricerca":"","_wpml_word_count":"15","_last_translation_edit_mode":"translation-editor","unipi-persone-dati-posizione":"","_elementor_page_assets":[]},"organizzazioni":[3668],"class_list":["post-144171","unipi_persone","type-unipi_persone","status-publish","hentry","organizzazioni-dipartimento-di-informatica-489999-en"],"email":"andrea.ceni@unipi.it","telefono":null,"content_plain":"Ricercatore a tempo determinato L.240\/2010  &#8211; 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