{"id":"https://openalex.org/W2896157811","doi":"https://doi.org/10.1109/ijcnn.2018.8489652","title":"A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates","display_name":"A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2896157811","doi":"https://doi.org/10.1109/ijcnn.2018.8489652","mag":"2896157811"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2018.8489652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"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/A5013856180","display_name":"Hirak J. Kashyap","orcid":"https://orcid.org/0000-0003-0191-9337"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hirak J Kashyap","raw_affiliation_strings":["Department of Cognitive Sciences, University of California, Irvine, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cognitive Sciences, University of California, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043562490","display_name":"Georgios Detorakis","orcid":"https://orcid.org/0000-0001-5891-1702"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Georgios Detorakis","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007817952","display_name":"Nikil Dutt","orcid":"https://orcid.org/0000-0002-3060-8119"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikil Dutt","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011585098","display_name":"Jeffrey L. Krichmar","orcid":"https://orcid.org/0000-0003-0739-2468"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey L Krichmar","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060924942","display_name":"Emre Neftci","orcid":"https://orcid.org/0000-0002-0332-3273"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emre Neftci","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9995999932289124,"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":0.9995999932289124,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10691","display_name":"Retinal Development and Disorders","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smooth-pursuit","display_name":"Smooth pursuit","score":0.9107881784439087},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.6554548740386963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6142364740371704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5900900959968567},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.5516312718391418},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5191054344177246},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4907899796962738},{"id":"https://openalex.org/keywords/phase-lag","display_name":"Phase lag","score":0.4832035303115845},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.4606779217720032},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4102674722671509},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3386270999908447},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3210122883319855},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18118590116500854},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16368091106414795},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14189434051513672}],"concepts":[{"id":"https://openalex.org/C10324989","wikidata":"https://www.wikidata.org/wiki/Q3400677","display_name":"Smooth pursuit","level":3,"score":0.9107881784439087},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.6554548740386963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6142364740371704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5900900959968567},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.5516312718391418},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5191054344177246},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4907899796962738},{"id":"https://openalex.org/C2983665814","wikidata":"https://www.wikidata.org/wiki/Q17120908","display_name":"Phase lag","level":2,"score":0.4832035303115845},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.4606779217720032},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4102674722671509},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3386270999908447},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3210122883319855},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18118590116500854},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16368091106414795},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14189434051513672},{"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2018.8489652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/5a62e99a-ad5f-475a-ab15-8ffc7f592163","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/5a62e99a-ad5f-475a-ab15-8ffc7f592163","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kashyap, H J, Detorakis, G, Dutt, N, Krichmar, J L & Neftci, E 2018, A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates : 2018 International Joint Conference on Neural Networks (IJCNN). in International Joint Conference on Neural Networks : (IJCNN). IEEE, pp. 1-8. https://doi.org/10.1109/IJCNN.2018.8489652","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320322091","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W89226360","https://openalex.org/W1563650471","https://openalex.org/W1749037530","https://openalex.org/W1967790929","https://openalex.org/W1971319017","https://openalex.org/W1984786027","https://openalex.org/W1987185555","https://openalex.org/W1994029775","https://openalex.org/W1994081853","https://openalex.org/W1999567494","https://openalex.org/W2001707513","https://openalex.org/W2010998186","https://openalex.org/W2022141106","https://openalex.org/W2028499522","https://openalex.org/W2054483989","https://openalex.org/W2064651090","https://openalex.org/W2067321698","https://openalex.org/W2069952680","https://openalex.org/W2071795074","https://openalex.org/W2073424979","https://openalex.org/W2084292980","https://openalex.org/W2086654866","https://openalex.org/W2098032138","https://openalex.org/W2099231026","https://openalex.org/W2099400085","https://openalex.org/W2103179919","https://openalex.org/W2128493837","https://openalex.org/W2136505674","https://openalex.org/W2141557067","https://openalex.org/W2149971001","https://openalex.org/W2161180512","https://openalex.org/W2171105201","https://openalex.org/W2177437543","https://openalex.org/W2179924961","https://openalex.org/W2962924673","https://openalex.org/W6633713280"],"related_works":["https://openalex.org/W1905449104","https://openalex.org/W2079137817","https://openalex.org/W12665548","https://openalex.org/W2016692452","https://openalex.org/W2073929825","https://openalex.org/W1483178512","https://openalex.org/W1441246881","https://openalex.org/W1991346175","https://openalex.org/W2258563959","https://openalex.org/W2012236328"],"abstract_inverted_index":{"A":[0],"predictive":[1,128],"mechanism":[2],"in":[3,24,101],"the":[4,22,51,62,79,97,108,115,121,135],"brain":[5,117],"enables":[6],"primates":[7],"to":[8,60,71,83,85,120],"visually":[9],"track":[10,72],"a":[11,42],"target":[12,52,66,92],"with":[13,36,75],"almost":[14],"zero":[15],"lag":[16,64],"smooth":[17],"pursuit":[18,32,99,131,136],"eye":[19,57,68,110],"movements,":[20],"overcoming":[21],"delays":[23],"processing":[25],"retinal":[26],"inputs.":[27],"Interestingly,":[28],"it":[29],"also":[30],"allows":[31],"of":[33,91,114],"occluded":[34,73],"targets":[35,74],"nonlinear":[37,76],"motion":[38],"patterns.":[39],"We":[40,105],"propose":[41,106],"recurrent":[43],"neural":[44],"network":[45],"(RNN)":[46],"model":[47,80],"that":[48,107],"rapidly":[49],"learns":[50],"velocity":[53,58,93],"sequence":[54],"and":[55,67,70,88,94,132],"generates":[56],"signals":[59],"eliminate":[61],"initial":[63,98],"between":[65],"velocities,":[69],"velocity.":[77],"Moreover,":[78],"is":[81,118],"able":[82],"adapt":[84],"unpredictable":[86],"perturbation":[87],"phase":[89],"shift":[90],"qualitatively":[95],"reproduce":[96],"acceleration":[100],"experimentally":[102],"observed":[103],"timescales.":[104],"frontal":[109],"field":[111],"(FEF)":[112],"region":[113],"primate":[116],"homologous":[119],"proposed":[122],"RNN":[123],"based":[124],"on":[125,134],"its":[126],"persistent":[127],"activities":[129],"during":[130],"location":[133],"pathway.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
