{"id":"https://openalex.org/W2754708024","doi":"https://doi.org/10.1109/embc.2017.8037118","title":"GPU-based computation for brain spatio-temporal networks definition","display_name":"GPU-based computation for brain spatio-temporal networks definition","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2754708024","doi":"https://doi.org/10.1109/embc.2017.8037118","mag":"2754708024","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060162"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5091193266","display_name":"Andrea Purgato","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["IT","US"],"is_corresponding":true,"raw_author_name":"A. Purgato","raw_affiliation_strings":["Dept. of Computer Science, University of Illinois, Chicago","Dept. of Electronics, Information and Bioengineering, Politecnico di Milano"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Illinois, Chicago","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Dept. of Electronics, Information and Bioengineering, Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064165125","display_name":"Enrico Reggiani","orcid":"https://orcid.org/0000-0003-1385-7962"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"E. Reggiani","raw_affiliation_strings":["Dept. of Electronics, Information and Bioengineering, Politecnico di Milano"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronics, Information and Bioengineering, Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089461923","display_name":"Eleonora D\u2019Arnese","orcid":"https://orcid.org/0000-0002-6967-5079"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"E. D'Arnese","raw_affiliation_strings":["Dept. of Electronics, Information and Bioengineering, Politecnico di Milano"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronics, Information and Bioengineering, Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060005215","display_name":"Tanya Berger\u2010Wolf","orcid":"https://orcid.org/0000-0001-7610-1412"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T. Berger-Wolf","raw_affiliation_strings":["Dept. of Computer Science, University of Illinois, Chicago"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Illinois, Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079277600","display_name":"Marco Grimaldi","orcid":"https://orcid.org/0000-0003-2399-4506"},"institutions":[{"id":"https://openalex.org/I4210163047","display_name":"IRCCS Humanitas Research Hospital","ror":"https://ror.org/05d538656","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210163047"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Grimaldi","raw_affiliation_strings":["Neuroradiology Department, Neurocenter Humanitas Research Hospital, Milano"],"affiliations":[{"raw_affiliation_string":"Neuroradiology Department, Neurocenter Humanitas Research Hospital, Milano","institution_ids":["https://openalex.org/I4210163047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086932958","display_name":"Gianluca Durelli","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Durelli","raw_affiliation_strings":["Dept. of Electronics, Information and Bioengineering, Politecnico di Milano"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronics, Information and Bioengineering, Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010543929","display_name":"Marco D. Santambrogio","orcid":"https://orcid.org/0000-0002-9883-9693"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. D. Santambrogio","raw_affiliation_strings":["Dept. of Electronics, Information and Bioengineering, Politecnico di Milano"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronics, Information and Bioengineering, Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5091193266"],"corresponding_institution_ids":["https://openalex.org/I39422238","https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13008397,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2017","issue":null,"first_page":"1493","last_page":"1496"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9979000091552734,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8487376570701599},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7268999218940735},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6290349364280701},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3963298499584198},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.37927600741386414},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37551724910736084},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3533477783203125},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.34755462408065796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3371999263763428},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17218515276908875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8487376570701599},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7268999218940735},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6290349364280701},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3963298499584198},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.37927600741386414},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37551724910736084},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3533477783203125},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.34755462408065796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3371999263763428},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17218515276908875}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2017.8037118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060162","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060162","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:re.public.polimi.it:11311/1169873","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1169873","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1937334562","https://openalex.org/W1999653836","https://openalex.org/W2002330959","https://openalex.org/W2022024220","https://openalex.org/W2067431903","https://openalex.org/W2122278421","https://openalex.org/W2138905229","https://openalex.org/W2140526378","https://openalex.org/W2221279259","https://openalex.org/W2287322623","https://openalex.org/W3037819556","https://openalex.org/W3102446989","https://openalex.org/W6650647015","https://openalex.org/W6696828018"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W4231775656","https://openalex.org/W2046435967","https://openalex.org/W2383646825","https://openalex.org/W2371018915","https://openalex.org/W2354191502","https://openalex.org/W1972225038","https://openalex.org/W4321636575","https://openalex.org/W3134658850","https://openalex.org/W1429949169"],"abstract_inverted_index":{"Nowadays,":[0],"with":[1,127],"the":[2,14,20,29,31,47,54,75,86,98,112,128],"increase":[3,110],"of":[4,19,25,46,49,88,100,114,130],"computational":[5,15,55],"analysis":[6],"in":[7,111],"sciences":[8],"such":[9],"as":[10],"biology":[11],"and":[12,57,73,121],"neuroscience,":[13],"aspect":[16],"is":[17,28,53],"one":[18],"most":[21],"challenging.":[22],"The":[23],"purpose":[24],"this":[26],"work":[27],"achieve":[30],"possibility":[32],"to":[33,41,61,71,83,92,97,106],"apply":[34],"spatio-temporal":[35,50,89],"networks":[36,90],"inference":[37],"techniques":[38],"on":[39,117,124],"brain":[40,94],"perform":[42],"network":[43,51],"analysis.":[44],"One":[45],"problems":[48],"applications":[52],"time,":[56],"it":[58,66],"becomes":[59],"impractical":[60],"keep":[62],"developing":[63],"studies":[64],"when":[65],"takes":[67],"a":[68,79,118],"long":[69],"time":[70],"analyze":[72],"compute":[74],"results.":[76],"We":[77],"present":[78],"GPU-based":[80],"system":[81],"used":[82],"speed":[84],"up":[85],"computation":[87],"applied":[91],"different":[93],"data;":[95],"thanks":[96],"architecture":[99],"these":[101],"devices":[102],"we":[103],"are":[104],"able":[105],"obtain":[107],"an":[108],"average":[109],"performances":[113],"~":[115,122],"35\u00d7":[116],"single":[119],"GPU":[120,126],"78\u00d7":[123],"multi":[125],"respect":[129],"CPU":[131],"execution.":[132]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
