{"id":"https://openalex.org/W2953881024","doi":"https://doi.org/10.48550/arxiv.1907.02351","title":"Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity","display_name":"Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity","publication_year":2019,"publication_date":"2019-07-04","ids":{"openalex":"https://openalex.org/W2953881024","doi":"https://doi.org/10.48550/arxiv.1907.02351","mag":"2953881024"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:1907.02351","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.02351","pdf_url":"https://arxiv.org/pdf/1907.02351","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1907.02351","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047917638","display_name":"Kristine Heiney","orcid":"https://orcid.org/0000-0003-3332-4493","observed_orcids":["https://orcid.org/0000-0003-3332-4493"]},"institutions":[{"id":"https://openalex.org/I184531372","display_name":"OsloMet \u2013 Oslo Metropolitan University","ror":"https://ror.org/04q12yn84","country_code":"NO","type":"education","lineage":["https://openalex.org/I184531372"]},{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Heiney, Kristine","raw_affiliation_strings":["Department of Computer Science , Norwegian University of Science and Technology , Trondheim , Norway","Department of Computer Science , Oslo Metropolitan University , Oslo , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Norwegian University of Science and Technology , Trondheim , Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Computer Science , Oslo Metropolitan University , Oslo , Norway","institution_ids":["https://openalex.org/I184531372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057452350","display_name":"Vibeke Devold Valderhaug","orcid":"https://orcid.org/0000-0001-5523-0725","observed_orcids":["https://orcid.org/0000-0001-5523-0725"]},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Valderhaug, Vibeke Devold","raw_affiliation_strings":["Department of Neuromedicine and Movement Science , Norwegian University of Science and Technology , Trondheim , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neuromedicine and Movement Science , Norwegian University of Science and Technology , Trondheim , Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043763193","display_name":"Ioanna Sandvig","orcid":"https://orcid.org/0000-0002-2109-1357","observed_orcids":["https://orcid.org/0000-0002-2109-1357"]},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Sandvig, Ioanna","raw_affiliation_strings":["Department of Neuromedicine and Movement Science , Norwegian University of Science and Technology , Trondheim , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neuromedicine and Movement Science , Norwegian University of Science and Technology , Trondheim , Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065589974","display_name":"Axel Sandvig","orcid":"https://orcid.org/0000-0003-0087-7075","observed_orcids":["https://orcid.org/0000-0003-0087-7075"]},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Sandvig, Axel","raw_affiliation_strings":["Department of Neuromedicine and Movement Science , Norwegian University of Science and Technology , Trondheim , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neuromedicine and Movement Science , Norwegian University of Science and Technology , Trondheim , Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088200121","display_name":"Gunnar Tufte","orcid":"https://orcid.org/0000-0001-7428-1608","observed_orcids":["https://orcid.org/0000-0001-7428-1608"]},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Tufte, Gunnar","raw_affiliation_strings":["Department of Computer Science , Norwegian University of Science and Technology , Trondheim , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Norwegian University of Science and Technology , Trondheim , Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001144517","display_name":"Hugo L. Hammer","orcid":"https://orcid.org/0000-0001-9429-7148","observed_orcids":["https://orcid.org/0000-0001-9429-7148"]},"institutions":[{"id":"https://openalex.org/I184531372","display_name":"OsloMet \u2013 Oslo Metropolitan University","ror":"https://ror.org/04q12yn84","country_code":"NO","type":"education","lineage":["https://openalex.org/I184531372"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Hammer, Hugo Lewi","raw_affiliation_strings":["Department of Computer Science , Oslo Metropolitan University , Oslo , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Oslo Metropolitan University , Oslo , Norway","institution_ids":["https://openalex.org/I184531372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083527093","display_name":"Stefano Nichele","orcid":"https://orcid.org/0000-0003-4696-9872","observed_orcids":["https://orcid.org/0000-0003-4696-9872"]},"institutions":[{"id":"https://openalex.org/I184531372","display_name":"OsloMet \u2013 Oslo Metropolitan University","ror":"https://ror.org/04q12yn84","country_code":"NO","type":"education","lineage":["https://openalex.org/I184531372"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Nichele, Stefano","raw_affiliation_strings":["Department of Computer Science , Oslo Metropolitan University , Oslo , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Oslo Metropolitan University , Oslo , Norway","institution_ids":["https://openalex.org/I184531372"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.7041000127792358,"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/T10581","display_name":"Neural dynamics and brain function","score":0.7041000127792358,"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/T10591","display_name":"Theoretical and Computational Physics","score":0.22619999945163727,"subfield":{"id":"https://openalex.org/subfields/3104","display_name":"Condensed Matter Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.0066999997943639755,"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/in-vitro-neuronal-networks","display_name":"in vitro neuronal networks","score":0.8100000023841858},{"id":"https://openalex.org/keywords/criticality","display_name":"criticality","score":0.9290000200271606},{"id":"https://openalex.org/keywords/computing-power","display_name":"computational power","score":0.5820000171661377},{"id":"https://openalex.org/keywords/snow-avalanches","display_name":"avalanches","score":0.5860000252723694},{"id":"https://openalex.org/keywords/size-distribution","display_name":"size distribution","score":0.5709999799728394},{"id":"https://openalex.org/keywords/electrophysiological-recording","display_name":"electrophysiological recording","score":0.7129999995231628},{"id":"https://openalex.org/keywords/nanomagnet-arrays","display_name":"nanomagnet arrays","score":0.8360000252723694},{"id":"https://openalex.org/keywords/neuromorphic-computing","display_name":"neuromorphic computing","score":0.875},{"id":"https://openalex.org/keywords/energy-efficient-computing","display_name":"energy-efficient computing","score":0.7160000205039978},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"fault tolerance","score":0.8460000157356262}],"concepts":[{"id":"https://openalex.org/C125611927","wikidata":"https://www.wikidata.org/wiki/Q17008131","display_name":"Criticality","level":2,"score":0.7321473360061646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7180830240249634},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6270171403884888},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.5817804336547852},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5544297099113464},{"id":"https://openalex.org/C30098461","wikidata":"https://www.wikidata.org/wiki/Q909342","display_name":"Failure mode, effects, and criticality analysis","level":3,"score":0.47311994433403015},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47034409642219543},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4584081470966339},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.45297756791114807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4284704327583313},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36172160506248474},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:1907.02351","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.02351","pdf_url":"https://arxiv.org/pdf/1907.02351","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"doi:10.48550/arxiv.1907.02351","doi":"https://doi.org/10.48550/arxiv.1907.02351","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1907.02351","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1907.02351","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.02351","pdf_url":"https://arxiv.org/pdf/1907.02351","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1433220682","display_name":null,"funder_award_id":"270961","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2953881024.pdf","grobid_xml":"https://content.openalex.org/works/W2953881024.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W12277440","https://openalex.org/W1989859381","https://openalex.org/W1993887342","https://openalex.org/W2003900693","https://openalex.org/W2075514521","https://openalex.org/W2079364317","https://openalex.org/W2122803078","https://openalex.org/W2134964344","https://openalex.org/W2146942658","https://openalex.org/W2155158475","https://openalex.org/W2177218873","https://openalex.org/W2396075472","https://openalex.org/W2543278732","https://openalex.org/W2557822366","https://openalex.org/W2756135682","https://openalex.org/W2767604375","https://openalex.org/W2791738855","https://openalex.org/W2883630351","https://openalex.org/W3103362336"],"related_works":["https://openalex.org/W2964559443","https://openalex.org/W3164778608","https://openalex.org/W2985606391","https://openalex.org/W2614725705","https://openalex.org/W2169891988","https://openalex.org/W2585826104","https://openalex.org/W3127317385","https://openalex.org/W4319081059","https://openalex.org/W4281773727","https://openalex.org/W7139816835"],"abstract_inverted_index":{"Novel":[0],"computing":[1,32],"hardwares":[2],"are":[3,35,53,134,190],"necessary":[4],"to":[5,24,29,48,55,72,108,153,164,183],"keep":[6],"up":[7],"with":[8],"today's":[9],"increasing":[10],"demand":[11],"for":[12,27,175,192],"data":[13],"storage":[14],"and":[15,39,128,194],"processing":[16],"power.":[17],"In":[18],"this":[19,45,132],"research":[20],"project,":[21],"we":[22],"turn":[23],"the":[25,75,100,120,129,166,185,195],"brain":[26],"inspiration":[28],"develop":[30,49],"novel":[31],"substrates":[33],"that":[34,52,149,189],"self-learning,":[36],"scalable,":[37],"energy-efficient,":[38],"fault-tolerant.":[40],"The":[41,89],"overarching":[42],"aim":[43],"of":[44,77,87,99,123,126,131,139,179,187,197],"work":[46],"is":[47,113,144,161,172,181],"computational":[50,157],"models":[51,66],"able":[54],"reproduce":[56],"target":[57,90],"behaviors":[58,79,91],"observed":[59],"in":[60,61,74,80,114,146,168],"vitro":[62],"neuronal":[63,101],"networks.":[64,102],"These":[65],"will":[67,92],"be":[68,70,93,151,165],"ultimately":[69],"used":[71],"aid":[73],"realization":[76],"these":[78],"a":[81,111,115,170],"more":[82],"engineerable":[83],"substrate:":[84],"an":[85],"array":[86],"nanomagnets.":[88],"identified":[94],"by":[95],"analyzing":[96],"electrophysiological":[97],"recordings":[98],"Preliminary":[103],"analysis":[104,133,180],"has":[105],"been":[106],"performed":[107],"identify":[109],"when":[110],"network":[112],"critical":[116,140],"state":[117,167],"based":[118],"on":[119,156],"size":[121],"distribution":[122],"network-wide":[124],"avalanches":[125],"activity,":[127],"results":[130],"reported":[135],"here.":[136],"This":[137,177],"classification":[138,196],"versus":[141],"non-critical":[142],"networks":[143,148,188,198],"valuable":[145],"identifying":[147],"can":[150],"expected":[152,182],"perform":[154],"well":[155],"tasks,":[158],"as":[159,199],"criticality":[160],"widely":[162],"considered":[163],"which":[169],"system":[171],"best":[173],"suited":[174],"computation.":[176],"type":[178],"enable":[184],"identification":[186],"well-suited":[191],"computation":[193],"perturbed":[200],"or":[201],"healthy.":[202]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2019-07-12T00:00:00"}