{"id":"https://openalex.org/W3076562078","doi":"https://doi.org/10.1007/978-3-030-58589-1_44","title":"Learning Connectivity of Neural Networks from a Topological Perspective","display_name":"Learning Connectivity of Neural Networks from a Topological Perspective","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3076562078","doi":"https://doi.org/10.1007/978-3-030-58589-1_44","mag":"3076562078"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58589-1_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58589-1_44","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100614601","display_name":"Kun Yuan","orcid":"https://orcid.org/0000-0002-3681-2196"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kun Yuan","raw_affiliation_strings":["SenseTime Research Institute, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-3681-2196","affiliations":[{"raw_affiliation_string":"SenseTime Research Institute, Hong Kong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101644716","display_name":"Quanquan Li","orcid":"https://orcid.org/0000-0002-8518-2346"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quanquan Li","raw_affiliation_strings":["SenseTime Research Institute, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-8518-2346","affiliations":[{"raw_affiliation_string":"SenseTime Research Institute, Hong Kong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023198186","display_name":"Jing Shao","orcid":"https://orcid.org/0000-0003-3521-6744"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jing Shao","raw_affiliation_strings":["SenseTime Research Institute, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SenseTime Research Institute, Hong Kong, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054033403","display_name":"Junjie Yan","orcid":"https://orcid.org/0000-0001-8016-2277"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junjie Yan","raw_affiliation_strings":["SenseTime Research Institute, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SenseTime Research Institute, Hong Kong, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5100614601"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"737","last_page":"753"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7757598161697388},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49493569135665894},{"id":"https://openalex.org/keywords/social-connectedness","display_name":"Social connectedness","score":0.4867003262042999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4710374176502228},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4704282283782959},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.46836933493614197},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.45443812012672424},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15741819143295288}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7757598161697388},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49493569135665894},{"id":"https://openalex.org/C201943243","wikidata":"https://www.wikidata.org/wiki/Q7551008","display_name":"Social connectedness","level":2,"score":0.4867003262042999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4710374176502228},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4704282283782959},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.46836933493614197},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45443812012672424},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15741819143295288},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-58589-1_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58589-1_44","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1861492603","https://openalex.org/W1904365287","https://openalex.org/W2070996757","https://openalex.org/W2097117768","https://openalex.org/W2117539524","https://openalex.org/W2156387975","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2328425223","https://openalex.org/W2404672516","https://openalex.org/W2518108298","https://openalex.org/W2565639579","https://openalex.org/W2601564443","https://openalex.org/W2612445135","https://openalex.org/W2746314669","https://openalex.org/W2767286248","https://openalex.org/W2795783309","https://openalex.org/W2811135961","https://openalex.org/W2885487916","https://openalex.org/W2885820039","https://openalex.org/W2887748972","https://openalex.org/W2899771611","https://openalex.org/W2929125140","https://openalex.org/W2932077855","https://openalex.org/W2936599103","https://openalex.org/W2940262938","https://openalex.org/W2944779197","https://openalex.org/W2946948417","https://openalex.org/W2949925172","https://openalex.org/W2951104886","https://openalex.org/W2963125010","https://openalex.org/W2963136578","https://openalex.org/W2963163009","https://openalex.org/W2963382930","https://openalex.org/W2963410064","https://openalex.org/W2963446712","https://openalex.org/W2963674932","https://openalex.org/W2963918968","https://openalex.org/W2964081807","https://openalex.org/W2964350391","https://openalex.org/W2964444661","https://openalex.org/W2965658867","https://openalex.org/W2981985696","https://openalex.org/W3096533519","https://openalex.org/W3118608800","https://openalex.org/W4250482878","https://openalex.org/W4289257140","https://openalex.org/W6600160247","https://openalex.org/W6600669965","https://openalex.org/W6603394118","https://openalex.org/W6605232167","https://openalex.org/W6605946209","https://openalex.org/W6756040250"],"related_works":["https://openalex.org/W3125761283","https://openalex.org/W2164081328","https://openalex.org/W1976722080","https://openalex.org/W3092556108","https://openalex.org/W3152831473","https://openalex.org/W3044931971","https://openalex.org/W1995672666","https://openalex.org/W3008541637","https://openalex.org/W2078521380","https://openalex.org/W3121197002"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}