{"id":"https://openalex.org/W2798597397","doi":"https://doi.org/10.23919/date.2018.8341996","title":"Accelerating biophysical neural network simulation with region of interest based approximation","display_name":"Accelerating biophysical neural network simulation with region of interest based approximation","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2798597397","doi":"https://doi.org/10.23919/date.2018.8341996","mag":"2798597397"},"language":"en","primary_location":{"id":"doi:10.23919/date.2018.8341996","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date.2018.8341996","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Design, Automation & Test in Europe Conference & Exhibition (DATE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://repository.gatech.edu/bitstreams/cf7dc9e7-d3e3-438c-8b2c-6c972768825f/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061038190","display_name":"Yun Long","orcid":"https://orcid.org/0000-0003-0627-489X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yun Long","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, GA, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032748918","display_name":"Xueyuan She","orcid":"https://orcid.org/0000-0002-7372-5366"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xueyuan She","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, GA, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009591041","display_name":"Saibal Mukhopadhyay","orcid":"https://orcid.org/0000-0002-8894-3390"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saibal Mukhopadhyay","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, GA, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061038190"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.5077,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73015941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"159","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9959999918937683,"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":0.9959999918937683,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9837999939918518,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9789999723434448,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8112340569496155},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.7952724695205688},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6585442423820496},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5661811232566833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.398883581161499},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.359441876411438},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2847674787044525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112340569496155},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.7952724695205688},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6585442423820496},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5661811232566833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.398883581161499},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.359441876411438},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2847674787044525}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/date.2018.8341996","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date.2018.8341996","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Design, Automation & Test in Europe Conference & Exhibition (DATE)","raw_type":"proceedings-article"},{"id":"pmh:oai:smartech.gatech.edu:1853/63494","is_oa":true,"landing_page_url":"http://hdl.handle.net/1853/63494","pdf_url":"http://repository.gatech.edu/bitstreams/cf7dc9e7-d3e3-438c-8b2c-6c972768825f/download","source":{"id":"https://openalex.org/S4377196313","display_name":"SMARTech Repository (Georgia Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130701444","host_organization_name":"Georgia Institute of Technology","host_organization_lineage":["https://openalex.org/I130701444"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:smartech.gatech.edu:1853/63494","is_oa":true,"landing_page_url":"http://hdl.handle.net/1853/63494","pdf_url":"http://repository.gatech.edu/bitstreams/cf7dc9e7-d3e3-438c-8b2c-6c972768825f/download","source":{"id":"https://openalex.org/S4377196313","display_name":"SMARTech Repository (Georgia Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130701444","host_organization_name":"Georgia Institute of Technology","host_organization_lineage":["https://openalex.org/I130701444"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2798597397.pdf","grobid_xml":"https://content.openalex.org/works/W2798597397.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1570411240","https://openalex.org/W1869975934","https://openalex.org/W1985940938","https://openalex.org/W2018027127","https://openalex.org/W2019005300","https://openalex.org/W2043679829","https://openalex.org/W2058815839","https://openalex.org/W2087861759","https://openalex.org/W2118562793","https://openalex.org/W2130360162","https://openalex.org/W2138913040","https://openalex.org/W2153287508","https://openalex.org/W2157239334","https://openalex.org/W2271840356","https://openalex.org/W4241849749"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W98480971","https://openalex.org/W2150291671","https://openalex.org/W2027972911","https://openalex.org/W2146343568","https://openalex.org/W2013643406","https://openalex.org/W2157978810","https://openalex.org/W2597809628","https://openalex.org/W3046370962"],"abstract_inverted_index":{"Modeling":[0],"the":[1,50,61,83,95,113],"dynamics":[2],"of":[3,52,109,115],"biophysical":[4],"neural":[5],"network":[6],"(BNN)":[7],"is":[8],"essential":[9],"to":[10],"understand":[11],"brain":[12],"operation":[13],"and":[14,19,28,36,86,100],"design":[15],"cognitive":[16],"systems.":[17],"Large-scale":[18],"biophysically":[20],"plausible":[21],"BNN":[22],"modeling":[23],"requires":[24],"solving":[25],"multiple-terms,":[26],"coupled":[27],"non-linear":[29],"differential":[30],"equations,":[31],"making":[32],"simulation":[33,44],"computationally":[34],"complex":[35],"memory":[37],"intensive.":[38],"This":[39],"paper":[40],"presents":[41],"an":[42],"adaptive":[43],"methodology":[45],"in":[46,49,112],"which":[47,81],"neurons":[48,63],"region":[51,114],"interest":[53],"(ROI)":[54],"follow":[55,64],"high":[56],"biological":[57,110],"accurate":[58],"models":[59],"while":[60],"other":[62],"computation":[65],"friendly":[66],"models.":[67,92],"To":[68],"enable":[69],"ROI":[70],"based":[71,78],"approximation,":[72],"we":[73],"propose":[74],"a":[75],"generic":[76],"template":[77],"computing":[79,87],"algorithm":[80],"unifies":[82],"data":[84],"structure":[85],"flow":[88],"for":[89],"various":[90],"neuron":[91],"We":[93],"implement":[94],"algorithms":[96],"on":[97],"CPU,":[98],"GPU":[99],"embedded":[101],"platforms,":[102],"showing":[103],"llx":[104],"speedup":[105],"with":[106],"insignificant":[107],"loss":[108],"details":[111],"interest.":[116]},"counts_by_year":[{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}