{"id":"https://openalex.org/W3090986256","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207342","title":"A Novel Design Method of Multi-Compartment Soma-Dendrite-Spine Model having Nonlinear Asynchronous CA Dynamics and its Applications to STDP-based Learning and FPGA Implementation","display_name":"A Novel Design Method of Multi-Compartment Soma-Dendrite-Spine Model having Nonlinear Asynchronous CA Dynamics and its Applications to STDP-based Learning and FPGA Implementation","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3090986256","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207342","mag":"3090986256"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9207342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","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/A5109934354","display_name":"Masato Ishikawa","orcid":null},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Masato Ishikawa","raw_affiliation_strings":["Faculty of Science and Engineering, Hosei University, Koganei, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Engineering, Hosei University, Koganei, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053518708","display_name":"Hiroyuki Torikai","orcid":"https://orcid.org/0000-0003-2795-9628"},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroyuki Torikai","raw_affiliation_strings":["Faculty of Science and Engineering, Hosei University, Koganei, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Engineering, Hosei University, Koganei, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5109934354"],"corresponding_institution_ids":["https://openalex.org/I204291657"],"apc_list":null,"apc_paid":null,"fwci":0.3082,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57279771,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9994000196456909,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9987999796867371,"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/soma","display_name":"Soma","score":0.7908437848091125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7254917621612549},{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.7167254090309143},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7159650325775146},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.6678582429885864},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.564105749130249},{"id":"https://openalex.org/keywords/compartment","display_name":"Compartment (ship)","score":0.46563994884490967},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3226854205131531},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20969608426094055},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1656453013420105},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.15354827046394348},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11889654397964478}],"concepts":[{"id":"https://openalex.org/C2779617337","wikidata":"https://www.wikidata.org/wiki/Q842429","display_name":"Soma","level":2,"score":0.7908437848091125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7254917621612549},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.7167254090309143},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7159650325775146},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.6678582429885864},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.564105749130249},{"id":"https://openalex.org/C203635412","wikidata":"https://www.wikidata.org/wiki/Q17007432","display_name":"Compartment (ship)","level":2,"score":0.46563994884490967},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3226854205131531},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20969608426094055},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1656453013420105},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.15354827046394348},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11889654397964478},{"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9207342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","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":21,"referenced_works":["https://openalex.org/W284766540","https://openalex.org/W1549582410","https://openalex.org/W1576838367","https://openalex.org/W1978392148","https://openalex.org/W2012063927","https://openalex.org/W2012174917","https://openalex.org/W2086555840","https://openalex.org/W2091828531","https://openalex.org/W2144205676","https://openalex.org/W2168025484","https://openalex.org/W2343188860","https://openalex.org/W2527581315","https://openalex.org/W2590141846","https://openalex.org/W2735894830","https://openalex.org/W2756710100","https://openalex.org/W2795210532","https://openalex.org/W2897015494","https://openalex.org/W2904922094","https://openalex.org/W3006014228","https://openalex.org/W4255658673","https://openalex.org/W6632907040"],"related_works":["https://openalex.org/W2101180249","https://openalex.org/W2040277507","https://openalex.org/W2323108107","https://openalex.org/W2033189714","https://openalex.org/W2164619678","https://openalex.org/W2010336780","https://openalex.org/W2506541720","https://openalex.org/W2405027987","https://openalex.org/W1985128226","https://openalex.org/W2005566012"],"abstract_inverted_index":{"This":[0],"paper":[1],"designs":[2],"a":[3,39,77],"multi-compartment":[4,109],"soma-dendrite-spine":[5],"model":[6,16,46,54,73,97],"having":[7],"nonlinear":[8],"dynamics":[9],"of":[10,21,44],"an":[11,107],"asynchronous":[12],"cellular":[13],"automaton.":[14],"The":[15],"can":[17,60],"exhibit":[18],"various":[19],"propagations":[20,29],"action":[22],"potentials":[23],"observed":[24],"in":[25,32],"neurons":[26],"and":[27,83,102],"these":[28],"are":[30],"analyzed":[31],"detailed.":[33],"Then,":[34],"using":[35],"the":[36,45,53,57,71,95],"analysis":[37],"results,":[38],"novel":[40],"systematic":[41],"design":[42],"method":[43,59],"is":[47,50,74,91],"proposed.":[48],"It":[49,90],"shown":[51,93],"that":[52,94],"designed":[55,72,96],"by":[56,76],"proposed":[58],"realize":[61],"robust":[62],"conditioning":[63,88],"based":[64],"on":[65],"spike-timing":[66],"dependent":[67],"plasticity":[68],"(STDP).":[69],"Also,":[70],"implemented":[75],"field":[78],"programmable":[79],"gate":[80],"array":[81],"(FPGA)":[82],"experiments":[84],"validate":[85],"its":[86],"STDP-based":[87],"function.":[89],"then":[92],"consumes":[98],"fewer":[99],"hardware":[100],"resources":[101],"lower":[103],"power":[104],"compared":[105],"to":[106],"ODE-based":[108],"model.":[110]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
