{"id":"https://openalex.org/W2336433090","doi":null,"title":"Modelling Low Dimensional Neural Activity","display_name":"Modelling Low Dimensional Neural Activity","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2336433090","mag":"2336433090"},"language":"en","primary_location":{"id":"pmh:oai:DiVA.org:kth-185317","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-185317","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I86987016","host_organization_name":"KTH Royal Institute of Technology","host_organization_lineage":["https://openalex.org/I86987016"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bachelorThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-185317","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023314892","display_name":"Emil W\u00e4rnberg","orcid":"https://orcid.org/0000-0002-4754-4561","observed_orcids":["https://orcid.org/0000-0002-4754-4561"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Emil W\u00e4rnberg","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4754-4561","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5023314892"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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":0.9829000234603882,"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":0.9829000234603882,"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/T10320","display_name":"Neural Networks and Applications","score":0.014100000262260437,"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.00019999999494757503,"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/cortical-network-model","display_name":"cortical network model","score":0.6140000224113464},{"id":"https://openalex.org/keywords/neural-engineering-framework","display_name":"Neural Engineering Framework","score":0.9359999895095825}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6683283448219299},{"id":"https://openalex.org/C2984127161","wikidata":"https://www.wikidata.org/wiki/Q969316","display_name":"Neural activity","level":2,"score":0.6102198362350464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48373985290527344},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.43557584285736084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42459022998809814},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.31495702266693115},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1627090871334076}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:DiVA.org:kth-185317","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-185317","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I86987016","host_organization_name":"KTH Royal Institute of Technology","host_organization_lineage":["https://openalex.org/I86987016"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bachelorThesis"},{"id":"mag:2336433090","doi":null,"is_oa":false,"landing_page_url":"http://kth.diva-portal.org/smash/get/diva2:920068/FULLTEXT01.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:DiVA.org:kth-185317","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-185317","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I86987016","host_organization_name":"KTH Royal Institute of Technology","host_organization_lineage":["https://openalex.org/I86987016"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bachelorThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W214713584","https://openalex.org/W369240773","https://openalex.org/W631857329","https://openalex.org/W639309485","https://openalex.org/W1541825479","https://openalex.org/W1588906117","https://openalex.org/W1784249437","https://openalex.org/W1893934748","https://openalex.org/W1966537851","https://openalex.org/W1974803102","https://openalex.org/W1974983944","https://openalex.org/W1985392528","https://openalex.org/W1985940938","https://openalex.org/W1993838777","https://openalex.org/W2012661701","https://openalex.org/W2015174295","https://openalex.org/W2017539895","https://openalex.org/W2024962498","https://openalex.org/W2025603247","https://openalex.org/W2042076346","https://openalex.org/W2043099291","https://openalex.org/W2046873954","https://openalex.org/W2050693873","https://openalex.org/W2062450964","https://openalex.org/W2062657255","https://openalex.org/W2065125569","https://openalex.org/W2074376560","https://openalex.org/W2094426896","https://openalex.org/W2101234009","https://openalex.org/W2103744641","https://openalex.org/W2111790388","https://openalex.org/W2112246162","https://openalex.org/W2119862467","https://openalex.org/W2123321612","https://openalex.org/W2128084896","https://openalex.org/W2131215403","https://openalex.org/W2133028937","https://openalex.org/W2135046866","https://openalex.org/W2135576811","https://openalex.org/W2138128929","https://openalex.org/W2146292423","https://openalex.org/W2147085942","https://openalex.org/W2150439267","https://openalex.org/W2157380881","https://openalex.org/W2159171406","https://openalex.org/W2169090997","https://openalex.org/W2268568430","https://openalex.org/W2341514930","https://openalex.org/W3099514962"],"related_works":["https://openalex.org/W2589769802","https://openalex.org/W6941055979","https://openalex.org/W3004933931","https://openalex.org/W4411079993","https://openalex.org/W2960290043","https://openalex.org/W7043734957","https://openalex.org/W2268568430","https://openalex.org/W6922244492","https://openalex.org/W7134131769","https://openalex.org/W2804295762"],"abstract_inverted_index":{"A":[0],"number":[1],"of":[2,10,25,82],"recent":[3],"studies":[4],"have":[5],"shown":[6],"that":[7,48],"the":[8,11,15,68,83],"dimensionality":[9],"neural":[12],"activity":[13,28],"in":[14],"cortex":[16],"is":[17,29,65],"low.":[18],"However,":[19],"what":[20],"network":[21,50,64],"structures":[22],"are":[23],"capable":[24],"producing":[26],"such":[27,59],"not":[30],"theoretically":[31],"well":[32],"understood.":[33],"In":[34],"this":[35,44],"thesis,":[36],"I":[37],"discuss":[38],"a":[39,49,52,79],"few":[40],"possible":[41],"solutions":[42],"to":[43,58],"problem,":[45],"and":[46,72],"demonstrate":[47],"with":[51],"multidimensional":[53],"attractor":[54],"can":[55],"give":[56],"rise":[57],"low":[60],"dimensional":[61],"activity.":[62],"The":[63],"created":[66],"using":[67],"Neural":[69],"Engineering":[70],"Framework,":[71],"exhibits":[73],"several":[74],"biologically":[75],"plausible":[76],"features,":[77],"including":[78],"log-normal":[80],"distribution":[81],"synaptic":[84],"weights.":[85]},"counts_by_year":[],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2016-06-24T00:00:00"}