{"id":"https://openalex.org/W4406131898","doi":"https://doi.org/10.1007/978-3-031-78857-4_5","title":"Topological and\u00a0Simplicial Features in\u00a0Reservoir Computing Networks","display_name":"Topological and\u00a0Simplicial Features in\u00a0Reservoir Computing Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4406131898","doi":"https://doi.org/10.1007/978-3-031-78857-4_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-78857-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78857-4_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.ulster.ac.uk/ws/files/211486846/accepted_version.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115796443","display_name":"James McAllister","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"James McAllister","raw_affiliation_strings":["Intelligent Systems Research Centre, Ulster University, Derry/Londonderry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Centre, Ulster University, Derry/Londonderry, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050402624","display_name":"John Wade","orcid":"https://orcid.org/0000-0003-1300-9429"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Wade","raw_affiliation_strings":["Intelligent Systems Research Centre, Ulster University, Derry/Londonderry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Centre, Ulster University, Derry/Londonderry, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002438004","display_name":"Conor Houghton","orcid":"https://orcid.org/0000-0001-5017-9473"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Conor Houghton","raw_affiliation_strings":["School of Engineering Mathematics and Technology, University of Bristol, Bristol, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Mathematics and Technology, University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046112755","display_name":"Cian O\u2019Donnell","orcid":"https://orcid.org/0000-0003-2031-9177"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]},{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cian O\u2019Donnell","raw_affiliation_strings":["Intelligent Systems Research Centre, Ulster University, Derry/Londonderry, UK","School of Engineering Mathematics and Technology, University of Bristol, Bristol, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Centre, Ulster University, Derry/Londonderry, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"School of Engineering Mathematics and Technology, University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5115796443"],"corresponding_institution_ids":["https://openalex.org/I138801177"],"apc_list":null,"apc_paid":null,"fwci":0.7112,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73527111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998999834060669,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998999834060669,"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":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5384722948074341},{"id":"https://openalex.org/keywords/simplicial-complex","display_name":"Simplicial complex","score":0.5242538452148438},{"id":"https://openalex.org/keywords/simplicial-homology","display_name":"Simplicial homology","score":0.5123215913772583},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.48662814497947693},{"id":"https://openalex.org/keywords/simplicial-manifold","display_name":"Simplicial manifold","score":0.4493253827095032},{"id":"https://openalex.org/keywords/topological-data-analysis","display_name":"Topological data analysis","score":0.43916991353034973},{"id":"https://openalex.org/keywords/simplicial-approximation-theorem","display_name":"Simplicial approximation theorem","score":0.4350994825363159},{"id":"https://openalex.org/keywords/abstract-simplicial-complex","display_name":"Abstract simplicial complex","score":0.4272926449775696},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.2553746998310089},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2542872130870819},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.12897884845733643},{"id":"https://openalex.org/keywords/simplicial-set","display_name":"Simplicial set","score":0.09868097305297852},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.06427615880966187}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5384722948074341},{"id":"https://openalex.org/C187929450","wikidata":"https://www.wikidata.org/wiki/Q994399","display_name":"Simplicial complex","level":2,"score":0.5242538452148438},{"id":"https://openalex.org/C3469331","wikidata":"https://www.wikidata.org/wiki/Q7520902","display_name":"Simplicial homology","level":3,"score":0.5123215913772583},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.48662814497947693},{"id":"https://openalex.org/C97172818","wikidata":"https://www.wikidata.org/wiki/Q7520904","display_name":"Simplicial manifold","level":5,"score":0.4493253827095032},{"id":"https://openalex.org/C2776477805","wikidata":"https://www.wikidata.org/wiki/Q4460773","display_name":"Topological data analysis","level":2,"score":0.43916991353034973},{"id":"https://openalex.org/C64245159","wikidata":"https://www.wikidata.org/wiki/Q3983972","display_name":"Simplicial approximation theorem","level":5,"score":0.4350994825363159},{"id":"https://openalex.org/C146867743","wikidata":"https://www.wikidata.org/wiki/Q4669959","display_name":"Abstract simplicial complex","level":3,"score":0.4272926449775696},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.2553746998310089},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2542872130870819},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.12897884845733643},{"id":"https://openalex.org/C155366967","wikidata":"https://www.wikidata.org/wiki/Q1467124","display_name":"Simplicial set","level":4,"score":0.09868097305297852},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.06427615880966187},{"id":"https://openalex.org/C5961521","wikidata":"https://www.wikidata.org/wiki/Q746083","display_name":"Homotopy","level":2,"score":0.0},{"id":"https://openalex.org/C79236096","wikidata":"https://www.wikidata.org/wiki/Q14775269","display_name":"Homotopy category","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-78857-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78857-4_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:publications/6c3ac04c-01c1-42f3-971c-c3ba330ecb7d","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/6c3ac04c-01c1-42f3-971c-c3ba330ecb7d","pdf_url":"https://pure.ulster.ac.uk/ws/files/211486846/accepted_version.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"McAllister, J, Wade, J, Houghton, C J & O'Donnell, C 2024, Topological and simplicial features in reservoir computing networks. in UK Workshop on Computational Intelligence. 23rd Annual UK Workshop on Computational Intelligence 2024, Belfast, 2/09/24.","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/6c3ac04c-01c1-42f3-971c-c3ba330ecb7d","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/6c3ac04c-01c1-42f3-971c-c3ba330ecb7d","pdf_url":"https://pure.ulster.ac.uk/ws/files/211486846/accepted_version.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"McAllister, J, Wade, J, Houghton, C J & O'Donnell, C 2024, Topological and simplicial features in reservoir computing networks. in UK Workshop on Computational Intelligence. 23rd Annual UK Workshop on Computational Intelligence 2024, Belfast, 2/09/24.","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406131898.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W273178449","https://openalex.org/W1496383623","https://openalex.org/W1550065635","https://openalex.org/W1985392528","https://openalex.org/W2011525418","https://openalex.org/W2043965366","https://openalex.org/W2070722739","https://openalex.org/W2079359151","https://openalex.org/W2112090702","https://openalex.org/W2122066429","https://openalex.org/W2131249591","https://openalex.org/W2132145710","https://openalex.org/W2156774185","https://openalex.org/W2159682675","https://openalex.org/W2161278885","https://openalex.org/W2790586233","https://openalex.org/W2908731397","https://openalex.org/W2919297806","https://openalex.org/W2920244260","https://openalex.org/W2959676983","https://openalex.org/W3101544609","https://openalex.org/W3101928618","https://openalex.org/W3104997105","https://openalex.org/W3112468420","https://openalex.org/W3187610698","https://openalex.org/W3198294736","https://openalex.org/W4230962939","https://openalex.org/W4283773174","https://openalex.org/W4287330370","https://openalex.org/W4309134943","https://openalex.org/W4394764166"],"related_works":["https://openalex.org/W4288359443","https://openalex.org/W2969857904","https://openalex.org/W2943582562","https://openalex.org/W1968035417","https://openalex.org/W4386942271","https://openalex.org/W1992772797","https://openalex.org/W1761516028","https://openalex.org/W401177922","https://openalex.org/W2149807338","https://openalex.org/W230527091"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
