{"id":"https://openalex.org/W2607723876","doi":"https://doi.org/10.1007/s12559-017-9468-2","title":"Optimizing Echo State Networks for Static Pattern Recognition","display_name":"Optimizing Echo State Networks for Static Pattern Recognition","publication_year":2017,"publication_date":"2017-04-27","ids":{"openalex":"https://openalex.org/W2607723876","doi":"https://doi.org/10.1007/s12559-017-9468-2","mag":"2607723876"},"language":"en","primary_location":{"id":"doi:10.1007/s12559-017-9468-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12559-017-9468-2","pdf_url":null,"source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://eprints.keele.ac.uk/3378/1/C%20Day%20-%20Optimising%20Echo%20State%20Networks%20for%20Static%20Pattern%20Recognition.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050312209","display_name":"Adam J. Wootton","orcid":"https://orcid.org/0000-0001-6432-0503"},"institutions":[{"id":"https://openalex.org/I56007636","display_name":"Keele University","ror":"https://ror.org/00340yn33","country_code":"GB","type":"education","lineage":["https://openalex.org/I56007636"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Adam J. Wootton","raw_affiliation_strings":["Foundation Year Centre, Keele University, Keele, Staffordshire, ST5 5BG, UK","School of Computing and Mathematics, Keele University, Keele, Staffordshire, ST5 5BG, UK"],"raw_orcid":"https://orcid.org/0000-0001-6432-0503","affiliations":[{"raw_affiliation_string":"Foundation Year Centre, Keele University, Keele, Staffordshire, ST5 5BG, UK","institution_ids":["https://openalex.org/I56007636"]},{"raw_affiliation_string":"School of Computing and Mathematics, Keele University, Keele, Staffordshire, ST5 5BG, UK","institution_ids":["https://openalex.org/I56007636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101923852","display_name":"Sarah Taylor","orcid":"https://orcid.org/0000-0003-1299-0446"},"institutions":[{"id":"https://openalex.org/I56007636","display_name":"Keele University","ror":"https://ror.org/00340yn33","country_code":"GB","type":"education","lineage":["https://openalex.org/I56007636"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sarah L. Taylor","raw_affiliation_strings":["School of Life Sciences, Keele University, Keele, Staffordshire, ST5 5BG, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Life Sciences, Keele University, Keele, Staffordshire, ST5 5BG, UK","institution_ids":["https://openalex.org/I56007636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101628406","display_name":"Charles Day","orcid":"https://orcid.org/0000-0001-9707-9189"},"institutions":[{"id":"https://openalex.org/I56007636","display_name":"Keele University","ror":"https://ror.org/00340yn33","country_code":"GB","type":"education","lineage":["https://openalex.org/I56007636"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Charles R. Day","raw_affiliation_strings":["School of Computing and Mathematics, Keele University, Keele, Staffordshire, ST5 5BG, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, Keele University, Keele, Staffordshire, ST5 5BG, UK","institution_ids":["https://openalex.org/I56007636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089278233","display_name":"P.W. Haycock","orcid":null},"institutions":[{"id":"https://openalex.org/I56007636","display_name":"Keele University","ror":"https://ror.org/00340yn33","country_code":"GB","type":"education","lineage":["https://openalex.org/I56007636"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter W. Haycock","raw_affiliation_strings":["Foundation Year Centre, Keele University, Keele, Staffordshire, ST5 5BG, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foundation Year Centre, Keele University, Keele, Staffordshire, ST5 5BG, UK","institution_ids":["https://openalex.org/I56007636"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050312209"],"corresponding_institution_ids":["https://openalex.org/I56007636"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":2.0786,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.89975354,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"9","issue":"3","first_page":"391","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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":1.0,"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":0.9958000183105469,"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":0.9822999835014343,"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":0.7920674681663513},{"id":"https://openalex.org/keywords/reservoir-computing","display_name":"Reservoir computing","score":0.7357289791107178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7159423232078552},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6859091520309448},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6461347341537476},{"id":"https://openalex.org/keywords/echo-state-network","display_name":"Echo state network","score":0.6338220238685608},{"id":"https://openalex.org/keywords/echo","display_name":"Echo (communications protocol)","score":0.5798653960227966},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5771723389625549},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49650341272354126},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4859696626663208},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45437097549438477},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43121856451034546},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.43104034662246704},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.37901023030281067},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11803695559501648},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0897473394870758}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7920674681663513},{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.7357289791107178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7159423232078552},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6859091520309448},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6461347341537476},{"id":"https://openalex.org/C172025690","wikidata":"https://www.wikidata.org/wiki/Q5332763","display_name":"Echo state network","level":4,"score":0.6338220238685608},{"id":"https://openalex.org/C2779426996","wikidata":"https://www.wikidata.org/wiki/Q18389128","display_name":"Echo (communications protocol)","level":2,"score":0.5798653960227966},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5771723389625549},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49650341272354126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4859696626663208},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45437097549438477},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43121856451034546},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.43104034662246704},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.37901023030281067},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11803695559501648},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0897473394870758},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12559-017-9468-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12559-017-9468-2","pdf_url":null,"source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","raw_type":"journal-article"},{"id":"pmh:oai:eprints.keele.ac.uk:3378","is_oa":true,"landing_page_url":"http://eprints.keele.ac.uk/3378/1/C%20Day%20-%20Optimising%20Echo%20State%20Networks%20for%20Static%20Pattern%20Recognition.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402149","display_name":"Keele Research Repository (Keele University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56007636","host_organization_name":"Keele University","host_organization_lineage":["https://openalex.org/I56007636"],"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":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:eprints.keele.ac.uk:3378","is_oa":true,"landing_page_url":"http://eprints.keele.ac.uk/3378/1/C%20Day%20-%20Optimising%20Echo%20State%20Networks%20for%20Static%20Pattern%20Recognition.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402149","display_name":"Keele Research Repository (Keele University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56007636","host_organization_name":"Keele University","host_organization_lineage":["https://openalex.org/I56007636"],"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":"","raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.5699999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W45362603","https://openalex.org/W1540454497","https://openalex.org/W1542898989","https://openalex.org/W1576278180","https://openalex.org/W1592587425","https://openalex.org/W1876737393","https://openalex.org/W1920794317","https://openalex.org/W1985123443","https://openalex.org/W2014725748","https://openalex.org/W2036451492","https://openalex.org/W2041645455","https://openalex.org/W2047028564","https://openalex.org/W2079057268","https://openalex.org/W2098709769","https://openalex.org/W2109553965","https://openalex.org/W2116374140","https://openalex.org/W2126600032","https://openalex.org/W2126679727","https://openalex.org/W2134603460","https://openalex.org/W2134603844","https://openalex.org/W2153635508","https://openalex.org/W2168964286","https://openalex.org/W2177933918","https://openalex.org/W2293545290","https://openalex.org/W2404512509","https://openalex.org/W2536619369","https://openalex.org/W2556842492","https://openalex.org/W2973651390","https://openalex.org/W3021793246","https://openalex.org/W3120740533","https://openalex.org/W4234698323","https://openalex.org/W4311951631"],"related_works":["https://openalex.org/W57315087","https://openalex.org/W2010974764","https://openalex.org/W4386848428","https://openalex.org/W4205631599","https://openalex.org/W2021379535","https://openalex.org/W4205591045","https://openalex.org/W2020067398","https://openalex.org/W2903992663","https://openalex.org/W4237814686","https://openalex.org/W2997427060"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}