{"id":"https://openalex.org/W4365802496","doi":"https://doi.org/10.1007/978-981-99-1648-1_20","title":"The EsnTorch Library: Efficient Implementation of\u00a0Transformer-Based Echo State Networks","display_name":"The EsnTorch Library: Efficient Implementation of\u00a0Transformer-Based Echo State Networks","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4365802496","doi":"https://doi.org/10.1007/978-981-99-1648-1_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-1648-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-1648-1_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5073692548","display_name":"J\u00e9r\u00e9mie Cabessa","orcid":"https://orcid.org/0000-0002-5394-5249"},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I202391551","display_name":"Czech Academy of Sciences","ror":"https://ror.org/053avzc18","country_code":"CZ","type":"government","lineage":["https://openalex.org/I202391551"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210100529","display_name":"Czech Academy of Sciences, Institute of Sociology","ror":"https://ror.org/018hy5194","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210100529"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ","FR"],"is_corresponding":true,"raw_author_name":"J\u00e9r\u00e9mie Cabessa","raw_affiliation_strings":["Institute of Computer Science of the Czech Academy of Sciences, 8207, Prague 8, Czech Republic","Laboratory DAVID, UVSQ \u2013 Universit\u00e9 Paris-Saclay, 78000, Versailles, France","Playtika Ltd., 1003, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science of the Czech Academy of Sciences, 8207, Prague 8, Czech Republic","institution_ids":["https://openalex.org/I202391551","https://openalex.org/I4210100529","https://openalex.org/I4210155092"]},{"raw_affiliation_string":"Laboratory DAVID, UVSQ \u2013 Universit\u00e9 Paris-Saclay, 78000, Versailles, France","institution_ids":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Playtika Ltd., 1003, Lausanne, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002456102","display_name":"Hugo Hernault","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hugo Hernault","raw_affiliation_strings":["Playtika Ltd., 1003, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Playtika Ltd., 1003, Lausanne, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079063390","display_name":"Yves Lamonato","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yves Lamonato","raw_affiliation_strings":["Playtika Ltd., 1003, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Playtika Ltd., 1003, Lausanne, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009342080","display_name":"Mathieu Rochat","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mathieu Rochat","raw_affiliation_strings":["Mathematics Section (SMA), EPFL, 1015, Lausanne, Switzerland","Playtika Ltd., 1003, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics Section (SMA), EPFL, 1015, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Playtika Ltd., 1003, Lausanne, Switzerland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061871797","display_name":"Yariv Z. Levy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yariv Z. Levy","raw_affiliation_strings":["Playtika Ltd., 1003, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Playtika Ltd., 1003, Lausanne, Switzerland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073692548"],"corresponding_institution_ids":["https://openalex.org/I195731000","https://openalex.org/I202391551","https://openalex.org/I277688954","https://openalex.org/I4210100529","https://openalex.org/I4210155092"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02832534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"235","last_page":"246"},"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":0.984499990940094,"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":0.9503999948501587,"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":0.7632150053977966},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6855565309524536},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6595948934555054},{"id":"https://openalex.org/keywords/reservoir-computing","display_name":"Reservoir computing","score":0.6146548986434937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5556904673576355},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5339438319206238},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.384838342666626},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3660464882850647},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.15959078073501587},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13188436627388},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08627387881278992},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07657688856124878}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7632150053977966},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6855565309524536},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6595948934555054},{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.6146548986434937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5556904673576355},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5339438319206238},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.384838342666626},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3660464882850647},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.15959078073501587},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13188436627388},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08627387881278992},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07657688856124878},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-1648-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-1648-1_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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":24,"referenced_works":["https://openalex.org/W1213002772","https://openalex.org/W1985123443","https://openalex.org/W1989312953","https://openalex.org/W2001483784","https://openalex.org/W2026660464","https://openalex.org/W2054217036","https://openalex.org/W2118706537","https://openalex.org/W2147138186","https://openalex.org/W2148520247","https://openalex.org/W2171865010","https://openalex.org/W2177933918","https://openalex.org/W2775954737","https://openalex.org/W2885420314","https://openalex.org/W2972381987","https://openalex.org/W2977745996","https://openalex.org/W2979826702","https://openalex.org/W2983715113","https://openalex.org/W3034457371","https://openalex.org/W3081801460","https://openalex.org/W3114268635","https://openalex.org/W3161532853","https://openalex.org/W3197876970","https://openalex.org/W3200482402","https://openalex.org/W3205096573"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4310814451","https://openalex.org/W3093454656","https://openalex.org/W4287888637","https://openalex.org/W4310269175","https://openalex.org/W4252617674","https://openalex.org/W4296990061","https://openalex.org/W3190340754","https://openalex.org/W4365802496"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}