{"id":"https://openalex.org/W2098709769","doi":"https://doi.org/10.1007/978-3-642-15822-3_19","title":"Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks","display_name":"Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2098709769","doi":"https://doi.org/10.1007/978-3-642-15822-3_19","mag":"2098709769"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-15822-3_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-15822-3_19","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":true,"oa_status":"green","oa_url":"https://pub.uni-bielefeld.de/record/2142030","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031907273","display_name":"Christian Emmerich","orcid":null},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Emmerich","raw_affiliation_strings":["Research Institute for Cognition and Robotics (CoR-Lab), Bielefeld University, Universit\u00e4tsstr. 25, 33615, Bielefeld, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute for Cognition and Robotics (CoR-Lab), Bielefeld University, Universit\u00e4tsstr. 25, 33615, Bielefeld, Germany","institution_ids":["https://openalex.org/I20121455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029267161","display_name":"Felix Reinhart","orcid":"https://orcid.org/0000-0003-3305-1157"},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ren\u00e9 Felix Reinhart","raw_affiliation_strings":["Research Institute for Cognition and Robotics (CoR-Lab), Bielefeld University, Universit\u00e4tsstr. 25, 33615, Bielefeld, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute for Cognition and Robotics (CoR-Lab), Bielefeld University, Universit\u00e4tsstr. 25, 33615, Bielefeld, Germany","institution_ids":["https://openalex.org/I20121455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085055595","display_name":"Jochen J. Steil","orcid":"https://orcid.org/0000-0002-6738-9933"},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jochen Jakob Steil","raw_affiliation_strings":["Research Institute for Cognition and Robotics (CoR-Lab), Bielefeld University, Universit\u00e4tsstr. 25, 33615, Bielefeld, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute for Cognition and Robotics (CoR-Lab), Bielefeld University, Universit\u00e4tsstr. 25, 33615, Bielefeld, Germany","institution_ids":["https://openalex.org/I20121455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I20121455"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6351,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84982993,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"148","last_page":"153"},"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":0.9954000115394592,"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/T10320","display_name":"Neural Networks and Applications","score":0.9922999739646912,"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/reservoir-computing","display_name":"Reservoir computing","score":0.8920584321022034},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.8799220323562622},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7236974835395813},{"id":"https://openalex.org/keywords/attractor","display_name":"Attractor","score":0.7159035205841064},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.6033983826637268},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5889362096786499},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5249171853065491},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4543239176273346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23607206344604492},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13546836376190186},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12373733520507812},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09336793422698975},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.09200522303581238},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.07112079858779907}],"concepts":[{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.8920584321022034},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.8799220323562622},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7236974835395813},{"id":"https://openalex.org/C164380108","wikidata":"https://www.wikidata.org/wiki/Q507187","display_name":"Attractor","level":2,"score":0.7159035205841064},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.6033983826637268},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5889362096786499},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5249171853065491},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4543239176273346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23607206344604492},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13546836376190186},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12373733520507812},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09336793422698975},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.09200522303581238},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.07112079858779907},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-15822-3_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-15822-3_19","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.170.8247","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.170.8247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cor-lab.de/corlab/cms/sites/default/files/EmmerichReinhartSteil_ICANN2010.pdf","raw_type":"text"},{"id":"pmh:oai:pub.librecat.org:2142030","is_oa":true,"landing_page_url":"https://pub.uni-bielefeld.de/record/2142030","pdf_url":null,"source":{"id":"https://openalex.org/S4306401671","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"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":"Emmerich C, Reinhart F, Steil JJ. Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks. In: <em>Proc. Int. Conf. Artificial Neural Networks</em>. 2010: 148-153.","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pub.librecat.org:2142030","is_oa":true,"landing_page_url":"https://pub.uni-bielefeld.de/record/2142030","pdf_url":null,"source":{"id":"https://openalex.org/S4306401671","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"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":"Emmerich C, Reinhart F, Steil JJ. Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks. In: <em>Proc. Int. Conf. Artificial Neural Networks</em>. 2010: 148-153.","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1542602301","https://openalex.org/W1561960276","https://openalex.org/W1582813132","https://openalex.org/W2084812512","https://openalex.org/W2091380950","https://openalex.org/W2111072639","https://openalex.org/W2150354929","https://openalex.org/W2164891816","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W3192662224","https://openalex.org/W131743439","https://openalex.org/W2998821156","https://openalex.org/W2887258823","https://openalex.org/W4226454644","https://openalex.org/W2949388105","https://openalex.org/W4300888463","https://openalex.org/W4288089155","https://openalex.org/W2098709769","https://openalex.org/W4386428331"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}