{"id":"https://openalex.org/W2126689539","doi":"https://doi.org/10.1109/ijcnn.2003.1223915","title":"Learning spatial navigation using chaotic neural network model","display_name":"Learning spatial navigation using chaotic neural network model","publication_year":2004,"publication_date":"2004-03-22","ids":{"openalex":"https://openalex.org/W2126689539","doi":"https://doi.org/10.1109/ijcnn.2003.1223915","mag":"2126689539"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2003.1223915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","raw_type":"proceedings-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/A5011829386","display_name":"R\u00f3bert Kozma","orcid":"https://orcid.org/0000-0001-7011-5768"},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"R. Kozma","raw_affiliation_strings":["Division of Computer Science, University of Memphis, Memphis, TN, USA","Div. of Comput. Sci., Memphis Univ., TN, USA"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science, University of Memphis, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]},{"raw_affiliation_string":"Div. of Comput. Sci., Memphis Univ., TN, USA","institution_ids":["https://openalex.org/I94658018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064260011","display_name":"P. Ankaraju","orcid":null},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. Ankaraju","raw_affiliation_strings":["Division of Computer Science, University of Memphis, Memphis, TN, USA","Div. of Comput. Sci., Memphis Univ., TN, USA"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science, University of Memphis, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]},{"raw_affiliation_string":"Div. of Comput. Sci., Memphis Univ., TN, USA","institution_ids":["https://openalex.org/I94658018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011829386"],"corresponding_institution_ids":["https://openalex.org/I94658018"],"apc_list":null,"apc_paid":null,"fwci":0.982,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74197413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1476","last_page":"1479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10448","display_name":"Memory and Neural Mechanisms","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10448","display_name":"Memory and Neural Mechanisms","score":0.9997000098228455,"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/T10077","display_name":"Neuroscience and Neuropharmacology Research","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T10581","display_name":"Neural dynamics and brain function","score":0.9815999865531921,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.719052791595459},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.659114420413971},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5616316199302673},{"id":"https://openalex.org/keywords/hippocampus","display_name":"Hippocampus","score":0.5537638068199158},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.550834596157074},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.5373584032058716},{"id":"https://openalex.org/keywords/cognitive-map","display_name":"Cognitive map","score":0.5200019478797913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5159748196601868},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.4632735252380371},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.44793546199798584},{"id":"https://openalex.org/keywords/spatial-memory","display_name":"Spatial memory","score":0.4243549108505249},{"id":"https://openalex.org/keywords/spatial-cognition","display_name":"Spatial cognition","score":0.41010206937789917},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3859415650367737},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14652404189109802},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0792008638381958}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.719052791595459},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.659114420413971},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5616316199302673},{"id":"https://openalex.org/C2781161787","wikidata":"https://www.wikidata.org/wiki/Q48360","display_name":"Hippocampus","level":2,"score":0.5537638068199158},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.550834596157074},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.5373584032058716},{"id":"https://openalex.org/C170494330","wikidata":"https://www.wikidata.org/wiki/Q1778434","display_name":"Cognitive map","level":3,"score":0.5200019478797913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5159748196601868},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.4632735252380371},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.44793546199798584},{"id":"https://openalex.org/C43729271","wikidata":"https://www.wikidata.org/wiki/Q3560550","display_name":"Spatial memory","level":4,"score":0.4243549108505249},{"id":"https://openalex.org/C2777371692","wikidata":"https://www.wikidata.org/wiki/Q2178611","display_name":"Spatial cognition","level":3,"score":0.41010206937789917},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3859415650367737},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14652404189109802},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0792008638381958},{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2003.1223915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W120049938","https://openalex.org/W1977967725","https://openalex.org/W2007600415","https://openalex.org/W2009782005","https://openalex.org/W2017571220","https://openalex.org/W2033218028","https://openalex.org/W2033771479","https://openalex.org/W2130875964","https://openalex.org/W2133710600","https://openalex.org/W6604894708"],"related_works":["https://openalex.org/W130070258","https://openalex.org/W2765123421","https://openalex.org/W4296904364","https://openalex.org/W2379927509","https://openalex.org/W2991290060","https://openalex.org/W1968791052","https://openalex.org/W2565012513","https://openalex.org/W2620349313","https://openalex.org/W3137910951","https://openalex.org/W2014913292"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"the":[3,9,12,15,20,22,25,33,41,51,57,63,67,80],"KIV":[4,31],"model":[5],"is":[6],"used":[7],"for":[8],"description":[10],"of":[11,35,44,59,71,82],"interaction":[13],"between":[14],"sensory":[16,68],"and":[17,24],"cortical":[18,72],"systems,":[19],"hippocampus,":[21,64],"amygdala,":[23],"septum.":[26],"Neural":[27],"activity":[28],"patterns":[29],"in":[30,62,85],"determine":[32],"emergence":[34],"global":[36],"spatial":[37],"encoding":[38],"to":[39],"implement":[40],"orientation":[42],"function":[43],"a":[45,86],"simulated":[46,83],"animal.":[47],"Our":[48],"results":[49,78],"embody":[50],"mechanisms,":[52],"which":[53],"we":[54],"believe":[55],"support":[56],"generation":[58],"cognitive":[60],"maps":[61],"based":[65],"on":[66],"input-based":[69],"destabilization":[70],"spatio-temporal":[73],"patterns.":[74],"We":[75],"illustrate":[76],"learning":[77],"using":[79],"example":[81],"navigation":[84],"2D":[87],"environment.":[88]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
