{"id":"https://openalex.org/W1990049570","doi":"https://doi.org/10.1080/01969720290040632","title":"ADAPTATION BASED ON MEMORY DYNAMICS IN A CHAOTIC NEURAL NETWORK","display_name":"ADAPTATION BASED ON MEMORY DYNAMICS IN A CHAOTIC NEURAL NETWORK","publication_year":2002,"publication_date":"2002-06-01","ids":{"openalex":"https://openalex.org/W1990049570","doi":"https://doi.org/10.1080/01969720290040632","mag":"1990049570"},"language":"en","primary_location":{"id":"doi:10.1080/01969720290040632","is_oa":true,"landing_page_url":"https://doi.org/10.1080/01969720290040632","pdf_url":"https://www.tandfonline.com/doi/abs/10.1080/01969720290040632","source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/abs/10.1080/01969720290040632","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050154865","display_name":"Nigel Crook","orcid":"https://orcid.org/0000-0002-0793-6616"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nigel Crook","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5048766121","display_name":"T. Scheper","orcid":"https://orcid.org/0000-0003-1441-1444"},"institutions":[{"id":"https://openalex.org/I124261462","display_name":"Oxford Brookes University","ror":"https://ror.org/04v2twj65","country_code":"GB","type":"education","lineage":["https://openalex.org/I124261462"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tjeerd Olde Scheper","raw_affiliation_strings":["Neurocomputing Research Group, School of Computing and Mathematical Sciences, Oxford Brookes University, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Neurocomputing Research Group, School of Computing and Mathematical Sciences, Oxford Brookes University, Oxford, UK","institution_ids":["https://openalex.org/I124261462"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050154865"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4261,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.68194277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"33","issue":"4","first_page":"341","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9983000159263611,"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/T10320","display_name":"Neural Networks and Applications","score":0.9983000159263611,"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/T10244","display_name":"Chaos control and synchronization","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.988099992275238,"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/attractor","display_name":"Attractor","score":0.7620832324028015},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.7408791184425354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6842895746231079},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.6779032945632935},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.599018394947052},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5406074523925781},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5373977422714233},{"id":"https://openalex.org/keywords/synchronization-of-chaos","display_name":"Synchronization of chaos","score":0.5361772179603577},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.48589104413986206},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48315876722335815},{"id":"https://openalex.org/keywords/chaos","display_name":"CHAOS (operating system)","score":0.458038330078125},{"id":"https://openalex.org/keywords/control-of-chaos","display_name":"Control of chaos","score":0.44217705726623535},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.431708425283432},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3033880591392517},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.23822537064552307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2351677417755127},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17697352170944214},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07627996802330017}],"concepts":[{"id":"https://openalex.org/C164380108","wikidata":"https://www.wikidata.org/wiki/Q507187","display_name":"Attractor","level":2,"score":0.7620832324028015},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.7408791184425354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6842895746231079},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6779032945632935},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.599018394947052},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5406074523925781},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5373977422714233},{"id":"https://openalex.org/C202759130","wikidata":"https://www.wikidata.org/wiki/Q7662148","display_name":"Synchronization of chaos","level":4,"score":0.5361772179603577},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.48589104413986206},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48315876722335815},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.458038330078125},{"id":"https://openalex.org/C95518870","wikidata":"https://www.wikidata.org/wiki/Q49315702","display_name":"Control of chaos","level":5,"score":0.44217705726623535},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.431708425283432},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3033880591392517},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.23822537064552307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2351677417755127},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17697352170944214},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07627996802330017},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/01969720290040632","is_oa":true,"landing_page_url":"https://doi.org/10.1080/01969720290040632","pdf_url":"https://www.tandfonline.com/doi/abs/10.1080/01969720290040632","source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and Systems","raw_type":"journal-article"},{"id":"pmh:tle:cb7b800e-187e-0e8d-7e91-cd97090d7f60:afee126f-04b2-41a9-a6dd-b29b7c6c20ab:1","is_oa":true,"landing_page_url":"https://radar.brookes.ac.uk/radar/items/cb7b800e-187e-0e8d-7e91-cd97090d7f60/1/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400541","display_name":"Radar (Oxford Brookes University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124261462","host_organization_name":"Oxford Brookes University","host_organization_lineage":["https://openalex.org/I124261462"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Adaptation based on memory dynamics in a chaotic neural network","raw_type":"journal article"},{"id":"pmh:tle:cb7b800e-187e-0e8d-7e91-cd97090d7f60:b4ef9587-4603-18f8-a471-bb20511f0ad9:1","is_oa":true,"landing_page_url":"https://radar.brookes.ac.uk/radar/items/cb7b800e-187e-0e8d-7e91-cd97090d7f60/1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400541","display_name":"Radar (Oxford Brookes University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124261462","host_organization_name":"Oxford Brookes University","host_organization_lineage":["https://openalex.org/I124261462"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cybernetics and Systems","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/01969720290040632","is_oa":true,"landing_page_url":"https://doi.org/10.1080/01969720290040632","pdf_url":"https://www.tandfonline.com/doi/abs/10.1080/01969720290040632","source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321014","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1990049570.pdf","grobid_xml":"https://content.openalex.org/works/W1990049570.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W186186683","https://openalex.org/W1967008192","https://openalex.org/W1988464657","https://openalex.org/W1991848143","https://openalex.org/W1991983444","https://openalex.org/W2001753318","https://openalex.org/W2003704624","https://openalex.org/W2004214410","https://openalex.org/W2006433289","https://openalex.org/W2013222032","https://openalex.org/W2050865596","https://openalex.org/W2059238825","https://openalex.org/W2061233985","https://openalex.org/W2079300278","https://openalex.org/W2087626216","https://openalex.org/W2094525414","https://openalex.org/W2108275817","https://openalex.org/W2114353535","https://openalex.org/W2120563380","https://openalex.org/W2144264947","https://openalex.org/W2491924997","https://openalex.org/W3106045900","https://openalex.org/W4235599885","https://openalex.org/W4251015067","https://openalex.org/W4292880809"],"related_works":["https://openalex.org/W2392447668","https://openalex.org/W2028445092","https://openalex.org/W1581278046","https://openalex.org/W2390824390","https://openalex.org/W1496745782","https://openalex.org/W2052017700","https://openalex.org/W4240432832","https://openalex.org/W3199731469","https://openalex.org/W2167530057","https://openalex.org/W2365276084"],"abstract_inverted_index":{"The":[0,146],"complex":[1],"dynamics":[2],"that":[3,66,126,172],"emerge":[4],"from":[5,96],"systems":[6,36],"governed":[7],"by":[8],"deterministic":[9],"chaos":[10],"offer":[11],"signicant":[12],"advantages":[13],"to":[14,64,77,114,122,152,158,166,186,188],"the":[15,22,31,49,57,85,89,106,109],"neuromorphic":[16],"engineer.":[17],"Included":[18],"in":[19,156,191],"these":[20],"is":[21,45,112,150],"potential":[23],"for":[24,171,180],"a":[25,42,102,116,123,138,167,192],"very":[26],"large":[27],"memory":[28],"store":[29],"and":[30],"ease":[32],"with":[33,162],"which":[34,183],"chaotic":[35,43,58,124],"can":[37],"be":[38],"controlled.":[39],"By":[40],"denition,":[41],"system":[44,59,125],"aperiodic.":[46],"However,":[47],"during":[48],"course":[50],"of":[51,87,108,132,141],"its":[52,97,133],"trajectory":[53,90],"through":[54],"state":[55,170],"space,":[56],"will":[60,127],"come":[61],"innitely":[62],"close":[63],"points":[65],"it":[67,129,185],"has":[68],"previously":[69],"visited.":[70],"These":[71],"almost":[72],"repeating":[73],"trajectories":[74],"are":[75],"referred":[76],"as":[78],"Unstable":[79],"Periodic":[80],"Orbits":[81],"(UPOs).":[82],"Normally,":[83],"under":[84],"inuence":[86],"chaos,":[88],"would":[91],"move":[92],"away":[93],"exponentially":[94],"fast":[95],"previous":[98],"path,":[99],"thereby":[100],"describing":[101],"new":[103],"path":[104],"on":[105],"surface":[107],"attractor.":[110],"It":[111],"possible":[113],"apply":[115],"simple":[117],"delayed":[118,143],"feedback":[119,144],"control":[120],"mechanism":[121],"constrain":[128],"within":[130],"one":[131],"UPOs.":[134],"This":[135],"article":[136],"presents":[137],"neural":[139],"implementation":[140],"this":[142,181],"mechanism.":[145],"network":[147],"presented":[148],"here":[149],"able":[151],"stabilize":[153],"different":[154,159],"UPOs":[155],"response":[157],"input":[160],"signals,":[161],"each":[163],"UPO":[164],"corresponding":[165],"dynamic":[168],"recognition":[169],"input.":[173],"We":[174],"also":[175],"present":[176],"two":[177],"learning":[178],"rules":[179],"network,":[182],"enables":[184],"adapt":[187],"novel":[189],"inputs":[190],"self-organized":[193],"manner.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}