{"id":"https://openalex.org/W1646015841","doi":"https://doi.org/10.1109/tcsii.2015.2458071","title":"Digital Implementation of a Single Dynamical Node Reservoir Computer","display_name":"Digital Implementation of a Single Dynamical Node Reservoir Computer","publication_year":2015,"publication_date":"2015-07-17","ids":{"openalex":"https://openalex.org/W1646015841","doi":"https://doi.org/10.1109/tcsii.2015.2458071","mag":"1646015841"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2015.2458071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2015.2458071","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems II: Express Briefs","raw_type":"journal-article"},"type":"article","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/A5052908902","display_name":"Miquel L. Alomar","orcid":null},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miquel L. Alomar","raw_affiliation_strings":["Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain","[Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"[Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain]","institution_ids":["https://openalex.org/I50441567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034369995","display_name":"Miguel C. Soriano","orcid":"https://orcid.org/0000-0002-6140-8451"},"institutions":[{"id":"https://openalex.org/I4210095952","display_name":"Institute for Cross-Disciplinary Physics and Complex Systems","ror":"https://ror.org/00pfxsh56","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210095952","https://openalex.org/I50441567"]},{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel C. Soriano","raw_affiliation_strings":["Instituto de F\u00edsica Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB), Universitat de les Illes Balears, Palma de Mallorca, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de F\u00edsica Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB), Universitat de les Illes Balears, Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I4210095952","https://openalex.org/I50441567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026605072","display_name":"M. Escalona-Mor\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095952","display_name":"Institute for Cross-Disciplinary Physics and Complex Systems","ror":"https://ror.org/00pfxsh56","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210095952","https://openalex.org/I50441567"]},{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Escalona-Moran","raw_affiliation_strings":["Instituto de F\u00edsica Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB), Universitat de les Illes Balears, Palma de Mallorca, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de F\u00edsica Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB), Universitat de les Illes Balears, Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I4210095952","https://openalex.org/I50441567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064247732","display_name":"Vincent Canals","orcid":"https://orcid.org/0000-0002-8394-4159"},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vincent Canals","raw_affiliation_strings":["Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain","[Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"[Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain]","institution_ids":["https://openalex.org/I50441567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032100324","display_name":"Ingo Fischer","orcid":"https://orcid.org/0000-0003-1881-9842"},"institutions":[{"id":"https://openalex.org/I4210095952","display_name":"Institute for Cross-Disciplinary Physics and Complex Systems","ror":"https://ror.org/00pfxsh56","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210095952","https://openalex.org/I50441567"]},{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ingo Fischer","raw_affiliation_strings":["Instituto de F\u00edsica Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB), Universitat de les Illes Balears, Palma de Mallorca, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de F\u00edsica Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB), Universitat de les Illes Balears, Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I4210095952","https://openalex.org/I50441567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075774125","display_name":"Cl\u00e1udio R. Mirasso","orcid":"https://orcid.org/0000-0003-2980-7038"},"institutions":[{"id":"https://openalex.org/I4210095952","display_name":"Institute for Cross-Disciplinary Physics and Complex Systems","ror":"https://ror.org/00pfxsh56","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210095952","https://openalex.org/I50441567"]},{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Claudio R. Mirasso","raw_affiliation_strings":["Instituto de F\u00edsica Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB), Universitat de les Illes Balears, Palma de Mallorca, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de F\u00edsica Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB), Universitat de les Illes Balears, Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I4210095952","https://openalex.org/I50441567"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085233948","display_name":"Josep L. Rossell\u00f3","orcid":"https://orcid.org/0000-0001-5390-2276"},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose L. Rossello","raw_affiliation_strings":["Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain","[Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"[Electronics Engineering Group, Universitat de les Illes Balears, Palma de Mallorca, Spain]","institution_ids":["https://openalex.org/I50441567"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1162,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.92547297,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"62","issue":"10","first_page":"977","last_page":"981"},"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":0.9951000213623047,"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":0.9735999703407288,"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/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.8816831111907959},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8088263273239136},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6587328910827637},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5799713134765625},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.545674204826355},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5151675939559937},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5137511491775513},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.46818482875823975},{"id":"https://openalex.org/keywords/reservoir-computing","display_name":"Reservoir computing","score":0.4639102816581726},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.44976338744163513},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.42487892508506775},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.37557071447372437},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.35333845019340515},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.328389972448349},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3046381175518036},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2979768216609955},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10134035348892212},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06928220391273499}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.8816831111907959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8088263273239136},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6587328910827637},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5799713134765625},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.545674204826355},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5151675939559937},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5137511491775513},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.46818482875823975},{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.4639102816581726},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.44976338744163513},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.42487892508506775},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37557071447372437},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.35333845019340515},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.328389972448349},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3046381175518036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2979768216609955},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10134035348892212},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06928220391273499},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsii.2015.2458071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2015.2458071","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems II: Express Briefs","raw_type":"journal-article"},{"id":"pmh:oai:digital.csic.es:10261/133730","is_oa":false,"landing_page_url":"http://hdl.handle.net/10261/133730","pdf_url":null,"source":{"id":"https://openalex.org/S4306401639","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Art\u00edculo"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1532044016","https://openalex.org/W1965702053","https://openalex.org/W1971066582","https://openalex.org/W1977664984","https://openalex.org/W1983921492","https://openalex.org/W2022248835","https://openalex.org/W2028166238","https://openalex.org/W2036451492","https://openalex.org/W2037024114","https://openalex.org/W2063695057","https://openalex.org/W2068288920","https://openalex.org/W2088900648","https://openalex.org/W2094631910","https://openalex.org/W2103179919","https://openalex.org/W2113132555","https://openalex.org/W2118706537","https://openalex.org/W2156626839","https://openalex.org/W3101465594","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3192662224","https://openalex.org/W131743439","https://openalex.org/W2998821156","https://openalex.org/W4389072666","https://openalex.org/W2887258823","https://openalex.org/W4300888463","https://openalex.org/W2903992663","https://openalex.org/W4237814686","https://openalex.org/W2997427060","https://openalex.org/W2953065922"],"abstract_inverted_index":{"Minimal":[0],"hardware":[1],"implementations":[2,21],"of":[3,22,51,56,77],"machine-learning":[4],"techniques":[5],"have":[6],"been":[7],"attracting":[8],"increasing":[9],"interest":[10],"over":[11],"the":[12,28,33],"last":[13],"decades.":[14],"In":[15],"particular,":[16],"field-programmable":[17],"gate":[18],"array":[19],"(FPGA)":[20],"neural":[23],"networks":[24],"(NNs)":[25],"are":[26],"among":[27],"most":[29],"appealing":[30],"ones,":[31],"given":[32],"match":[34],"between":[35],"system":[36],"requirements":[37],"and":[38,43,85],"FPGA":[39,49],"properties,":[40],"namely,":[41],"parallelism":[42],"adaptation.":[44],"Here,":[45],"we":[46],"present":[47],"an":[48],"implementation":[50],"a":[52,57,62],"conceptually":[53],"simplified":[54],"version":[55],"recurrent":[58],"NN":[59],"based":[60],"on":[61],"single":[63],"dynamical":[64],"node":[65],"subject":[66],"to":[67],"delayed":[68],"feedback.":[69],"We":[70],"show":[71],"that":[72],"this":[73],"configuration":[74],"is":[75],"capable":[76],"successfully":[78],"performing":[79],"simple":[80],"real-time":[81],"temporal":[82],"pattern":[83],"classification":[84],"chaotic":[86],"time-series":[87],"prediction.":[88]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
