{"id":"https://openalex.org/W4409479987","doi":"https://doi.org/10.14428/esann/2025.es2025-48","title":"Towards Adaptive and Stable Compositional Assemblies of Recurrent Neural Network Modules","display_name":"Towards Adaptive and Stable Compositional Assemblies of Recurrent Neural Network Modules","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409479987","doi":"https://doi.org/10.14428/esann/2025.es2025-48"},"language":"en","primary_location":{"id":"doi:10.14428/esann/2025.es2025-48","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2025.es2025-48","pdf_url":"https://doi.org/10.14428/esann/2025.es2025-48","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2025 proceesdings","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.14428/esann/2025.es2025-48","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Valerio De Caro","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valerio De Caro","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046284911","display_name":"Andrea Ceni","orcid":"https://orcid.org/0000-0002-5084-0505"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrea Ceni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053890378","display_name":"Davide Bacciu","orcid":"https://orcid.org/0000-0001-5213-2468"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Davide Bacciu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5011604061","display_name":"Claudio Gallicchio","orcid":"https://orcid.org/0000-0002-6692-2564"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Claudio Gallicchio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"675","last_page":"680"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8863999843597412,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8863999843597412,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6749539375305176},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5711948871612549},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33695465326309204}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6749539375305176},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5711948871612549},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33695465326309204}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.14428/esann/2025.es2025-48","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2025.es2025-48","pdf_url":"https://doi.org/10.14428/esann/2025.es2025-48","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2025 proceesdings","raw_type":"proceedings-article"},{"id":"pmh:doi:10.5281/zenodo.18458134","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"}],"best_oa_location":{"id":"doi:10.14428/esann/2025.es2025-48","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2025.es2025-48","pdf_url":"https://doi.org/10.14428/esann/2025.es2025-48","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2025 proceesdings","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1145458839","display_name":null,"funder_award_id":"PRIN 2022","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3598087732","display_name":null,"funder_award_id":"101070918","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409479987.pdf","grobid_xml":"https://content.openalex.org/works/W4409479987.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1527922194","https://openalex.org/W2914623577","https://openalex.org/W4287118002","https://openalex.org/W4399695287","https://openalex.org/W6647612630","https://openalex.org/W6701573534","https://openalex.org/W6743485176"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Recurrent":[0],"neural":[1],"networks":[2],"(RNNs)":[3],"are":[4],"computational":[5,30],"models":[6],"regarded":[7],"as":[8],"dynamical":[9],"systems.Modularity":[10],"is":[11],"a":[12,24,48],"key":[13],"ingredient":[14],"of":[15,20,51,57,76],"complex":[16,29],"systems.Thus,":[17],"the":[18,33,37,64,74],"composition":[19],"RNN":[21,50],"modules":[22],"provides":[23],"simple":[25],"paradigm":[26],"for":[27,43,63],"building":[28],"models,":[31],"with":[32,54],"potential":[34],"to":[35],"approach":[36],"human":[38],"brain":[39],"capability.We":[40],"devise":[41],"strategies":[42],"training":[44,62],"RNNs":[45],"assembled":[46],"into":[47],"larger":[49],"RNNs,":[52],"provided":[53],"theoretical":[55],"guarantees":[56],"stability":[58],"that":[59],"hold":[60],"during":[61],"composed":[65],"global":[66],"network.Experiments":[67],"on":[68],"pixel-by-pixel":[69],"image":[70],"classification":[71],"benchmarks":[72],"prove":[73],"effectiveness":[75],"this":[77],"approach.":[78]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}