{"id":"https://openalex.org/W4385624785","doi":"https://doi.org/10.1109/newcas57931.2023.10198154","title":"A Reservoir Computer-Based Modeling of Hunting Dynamics in Predator-Prey Scenarios","display_name":"A Reservoir Computer-Based Modeling of Hunting Dynamics in Predator-Prey Scenarios","publication_year":2023,"publication_date":"2023-06-26","ids":{"openalex":"https://openalex.org/W4385624785","doi":"https://doi.org/10.1109/newcas57931.2023.10198154"},"language":"en","primary_location":{"id":"doi:10.1109/newcas57931.2023.10198154","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/newcas57931.2023.10198154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 21st IEEE Interregional NEWCAS Conference (NEWCAS)","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/A5081285970","display_name":"Sebastian Jenderny","orcid":"https://orcid.org/0000-0001-9700-9295"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Jenderny","raw_affiliation_strings":["Ruhr-University Bochum,Chair of Digital Communication Systems,Bochum,Germany","Chair of Digital Communication Systems, Ruhr-University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ruhr-University Bochum,Chair of Digital Communication Systems,Bochum,Germany","institution_ids":["https://openalex.org/I904495901"]},{"raw_affiliation_string":"Chair of Digital Communication Systems, Ruhr-University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058238606","display_name":"Karlheinz Ochs","orcid":"https://orcid.org/0000-0002-1484-6125"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karlheinz Ochs","raw_affiliation_strings":["Ruhr-University Bochum,Chair of Digital Communication Systems,Bochum,Germany","Chair of Digital Communication Systems, Ruhr-University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ruhr-University Bochum,Chair of Digital Communication Systems,Bochum,Germany","institution_ids":["https://openalex.org/I904495901"]},{"raw_affiliation_string":"Chair of Digital Communication Systems, Ruhr-University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092835366","display_name":"Kamel Naoum Naame","orcid":null},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kamel Naoum Naame","raw_affiliation_strings":["Ruhr-University Bochum,Chair of Digital Communication Systems,Bochum,Germany","Chair of Digital Communication Systems, Ruhr-University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ruhr-University Bochum,Chair of Digital Communication Systems,Bochum,Germany","institution_ids":["https://openalex.org/I904495901"]},{"raw_affiliation_string":"Chair of Digital Communication Systems, Ruhr-University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I904495901"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9980999827384949,"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":0.9980999827384949,"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/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11764","display_name":"Evolution and Genetic Dynamics","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/predation","display_name":"Predation","score":0.8026963472366333},{"id":"https://openalex.org/keywords/predator","display_name":"Predator","score":0.6778912544250488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6233847141265869},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.592481255531311},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.28407323360443115},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08357754349708557},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.07015013694763184}],"concepts":[{"id":"https://openalex.org/C188382862","wikidata":"https://www.wikidata.org/wiki/Q170430","display_name":"Predation","level":2,"score":0.8026963472366333},{"id":"https://openalex.org/C96857902","wikidata":"https://www.wikidata.org/wiki/Q2138108","display_name":"Predator","level":3,"score":0.6778912544250488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6233847141265869},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.592481255531311},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.28407323360443115},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08357754349708557},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.07015013694763184},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/newcas57931.2023.10198154","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/newcas57931.2023.10198154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 21st IEEE Interregional NEWCAS Conference (NEWCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1971066582","https://openalex.org/W1972580129","https://openalex.org/W1976355338","https://openalex.org/W1977664984","https://openalex.org/W2087123257","https://openalex.org/W2272508502","https://openalex.org/W2275656173","https://openalex.org/W2285943451","https://openalex.org/W2605147097","https://openalex.org/W2619123879","https://openalex.org/W2901588781","https://openalex.org/W2913349780","https://openalex.org/W2990079008","https://openalex.org/W3195351062","https://openalex.org/W3201027612","https://openalex.org/W4298088018","https://openalex.org/W6843391597"],"related_works":["https://openalex.org/W2168669462","https://openalex.org/W2192426841","https://openalex.org/W2067000585","https://openalex.org/W4323811225","https://openalex.org/W2164070575","https://openalex.org/W4311356582","https://openalex.org/W2289298756","https://openalex.org/W2073795128","https://openalex.org/W2143533297","https://openalex.org/W2075391697"],"abstract_inverted_index":{"Several":[0],"optimization":[1,29],"algorithms":[2,9],"such":[3],"as":[4,47],"particle":[5],"swarm":[6],"or":[7],"evolutionary":[8],"are":[10],"inspired":[11],"by":[12,32,130],"biological":[13],"processes.":[14],"For":[15],"instance,":[16],"the":[17,54,61,65,76,79,87,98,121,124,131],"hunting":[18],"dynamics":[19],"of":[20,64,78,90,123],"predator-prey":[21],"scenarios":[22],"have":[23],"been":[24],"identified":[25],"to":[26],"model":[27,49,75],"dynamical":[28],"problems.":[30],"Inspired":[31],"this,":[33],"we":[34],"develop":[35],"an":[36,68,72],"ideal":[37],"electrical":[38],"circuit":[39,70,74],"in":[40,53],"combination":[41],"with":[42,106],"a":[43,48,116],"delay-coupled":[44],"reservoir":[45,57,99],"computer":[46,58],"for":[50,60,103],"each":[51],"animal":[52],"scenario.":[55],"This":[56],"accounts":[59],"visual":[62],"processing":[63],"animal,":[66],"while":[67],"RLC":[69],"and":[71,82,92],"RL":[73],"calculation":[77],"animal\u2019s":[80],"velocity":[81],"its":[83],"position,":[84],"respectively.":[85],"Here,":[86],"relative":[88],"position":[89],"predator":[91,117],"prey":[93,126],"is":[94,127],"fed":[95],"back":[96],"into":[97],"computer.":[100],"Simulation":[101],"results":[102],"two":[104],"environments":[105],"different":[107],"terrain":[108],"slopes":[109],"show":[110],"that":[111],"this":[112],"setup":[113],"indeed":[114],"mimics":[115],"chasing":[118],"preys,":[119],"where":[120],"choice":[122],"hunted":[125],"strongly":[128],"affected":[129],"terrain.":[132]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}