{"id":"https://openalex.org/W381076735","doi":"https://doi.org/10.1109/embc.2016.7592053","title":"Multi-chip dataflow architecture for massive scale biophysically accurate neuron simulation","display_name":"Multi-chip dataflow architecture for massive scale biophysically accurate neuron simulation","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W381076735","doi":"https://doi.org/10.1109/embc.2016.7592053","mag":"381076735","pmid":"https://pubmed.ncbi.nlm.nih.gov/28269580"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2016.7592053","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7592053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://cris.maastrichtuniversity.nl/en/publications/ff0968b7-4f6e-41a8-82db-5d75ac128059","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088361257","display_name":"Jaco Hofmann","orcid":"https://orcid.org/0000-0003-3691-3293"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jaco Hofmann","raw_affiliation_strings":["Embedded Systems Group, Darmstadt University of Technology, Germany","Embedded Systems Group, Darmstadt University of Technology, Hochschulstrasse 10, D-64289, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Group, Darmstadt University of Technology, Germany","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"Embedded Systems Group, Darmstadt University of Technology, Hochschulstrasse 10, D-64289, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019444861","display_name":"Amir Zjajo","orcid":"https://orcid.org/0000-0002-0716-8186"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Amir Zjajo","raw_affiliation_strings":["Circuits and Systems Group, Delft University of Technology, Delft, CD, The Netherlands","Circuits and Systems Group, Delft University of Technology, Mekelweg 4, 2628 CD, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Circuits and Systems Group, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Circuits and Systems Group, Delft University of Technology, Mekelweg 4, 2628 CD, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021063453","display_name":"Carlo Galuzzi","orcid":null},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Carlo Galuzzi","raw_affiliation_strings":["BMI Research Group, Maastricht University, Maastricht, LN, The Netherlands","BMI Research Group, Maastricht University, Bouillonstraat 8-10, 6211 LN, Maastricht, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BMI Research Group, Maastricht University, Maastricht, LN, The Netherlands","institution_ids":["https://openalex.org/I34352273"]},{"raw_affiliation_string":"BMI Research Group, Maastricht University, Bouillonstraat 8-10, 6211 LN, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041082811","display_name":"Ren\u00e9 van Leuken","orcid":"https://orcid.org/0000-0003-0638-7595"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rene van Leuken","raw_affiliation_strings":["Circuits and Systems Group, Delft University of Technology, Delft, CD, The Netherlands","Circuits and Systems Group, Delft University of Technology, Mekelweg 4, 2628 CD, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Circuits and Systems Group, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Circuits and Systems Group, Delft University of Technology, Mekelweg 4, 2628 CD, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2109,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71527381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2016","issue":null,"first_page":"5829","last_page":"5832"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9991000294685364,"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":0.9988999962806702,"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/dataflow","display_name":"Dataflow","score":0.8628991842269897},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7974731922149658},{"id":"https://openalex.org/keywords/interconnection","display_name":"Interconnection","score":0.6528756022453308},{"id":"https://openalex.org/keywords/exponential-growth","display_name":"Exponential growth","score":0.5124192833900452},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5034682154655457},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.498424768447876},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4802675247192383},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.4703676402568817},{"id":"https://openalex.org/keywords/systems-architecture","display_name":"Systems architecture","score":0.4369005262851715},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.42676177620887756},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3908522427082062},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2603679299354553},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0898430347442627}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.8628991842269897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7974731922149658},{"id":"https://openalex.org/C123745756","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnection","level":2,"score":0.6528756022453308},{"id":"https://openalex.org/C75235859","wikidata":"https://www.wikidata.org/wiki/Q582659","display_name":"Exponential growth","level":2,"score":0.5124192833900452},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5034682154655457},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.498424768447876},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4802675247192383},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.4703676402568817},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.4369005262851715},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.42676177620887756},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3908522427082062},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2603679299354553},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0898430347442627},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001703","descriptor_name":"Biophysics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001703","descriptor_name":"Biophysics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001703","descriptor_name":"Biophysics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1109/embc.2016.7592053","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7592053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:28269580","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28269580","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire/ff0968b7-4f6e-41a8-82db-5d75ac128059","is_oa":true,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/ff0968b7-4f6e-41a8-82db-5d75ac128059","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:researchbank.swinburne.edu.au:9c5320f9-bda4-42ce-b144-72b79ff8d1ed/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/449586","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, United States, 16-20 August 2016 , pp. 5829-5832","raw_type":null},{"id":"pmh:oai:tudelft.nl:uuid:43992ba8-2446-480a-aa65-95c7fa25cb57","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:43992ba8-2446-480a-aa65-95c7fa25cb57","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"master thesis"}],"best_oa_location":{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire/ff0968b7-4f6e-41a8-82db-5d75ac128059","is_oa":true,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/ff0968b7-4f6e-41a8-82db-5d75ac128059","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W25946478","https://openalex.org/W109260451","https://openalex.org/W186834029","https://openalex.org/W345956458","https://openalex.org/W590789583","https://openalex.org/W1536929369","https://openalex.org/W1980866986","https://openalex.org/W1981656760","https://openalex.org/W1985940938","https://openalex.org/W2046418139","https://openalex.org/W2048789167","https://openalex.org/W2065773795","https://openalex.org/W2108883166","https://openalex.org/W2117753521","https://openalex.org/W2122965263","https://openalex.org/W2123184444","https://openalex.org/W2130360162","https://openalex.org/W2146851106","https://openalex.org/W2157239334","https://openalex.org/W2164653071","https://openalex.org/W2169074879","https://openalex.org/W2335601635","https://openalex.org/W4238614602","https://openalex.org/W6607597480","https://openalex.org/W6684738955"],"related_works":["https://openalex.org/W2293118914","https://openalex.org/W2998381397","https://openalex.org/W4236419692","https://openalex.org/W2171015181","https://openalex.org/W3167919718","https://openalex.org/W4251718783","https://openalex.org/W4239447582","https://openalex.org/W1484403103","https://openalex.org/W2521947294","https://openalex.org/W2129535596"],"abstract_inverted_index":{"State-of-the-art":[0],"neuron":[1],"simulators":[2],"are":[3],"capable":[4],"of":[5,11,27,73,93],"simulating":[6],"at":[7,65],"most":[8],"few":[9,96],"tens/hundreds":[10],"neurons":[12,100],"in":[13,20],"real-time":[14],"due":[15],"to":[16,51,63,95],"the":[17,21,25,48,70,76,80,86,91],"exponential":[18],"growth":[19],"communication":[22,49],"costs":[23],"with":[24],"number":[26],"simulated":[28],"neurons.":[29,81],"In":[30],"this":[31],"paper,":[32],"we":[33],"present":[34],"a":[35,52],"novel,":[36],"reconfigurable,":[37],"multi-chip":[38],"system":[39,56,88],"architecture":[40,89],"based":[41],"on":[42],"localized":[43],"communication,":[44],"which":[45],"effectively":[46],"reduces":[47],"cost":[50],"linear":[53],"growth.":[54],"The":[55],"is":[57],"very":[58],"flexible":[59],"and":[60],"it":[61],"allows":[62,90],"tune,":[64],"run-time,":[66],"various":[67],"parameters,":[68],"e.g.":[69],"intracellular":[71],"concentration":[72],"chemical":[74],"compounds,":[75],"interconnection":[77],"scheme":[78],"between":[79],"Experimental":[82],"results":[83],"indicate":[84],"that":[85],"proposed":[87],"simulation":[92],"up":[94],"thousands":[97],"biophysically":[98],"accurate":[99],"over":[101],"multiple":[102],"chips.":[103]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
