{"id":"https://openalex.org/W2975884534","doi":"https://doi.org/10.1109/isit.2019.8849411","title":"How should we define Information Flow in Neural Circuits?","display_name":"How should we define Information Flow in Neural Circuits?","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2975884534","doi":"https://doi.org/10.1109/isit.2019.8849411","mag":"2975884534"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2019.8849411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2019.8849411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5057045548","display_name":"Praveen Venkatesh","orcid":"https://orcid.org/0000-0003-0752-1506"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Praveen Venkatesh","raw_affiliation_strings":["Electrical & Computer Engineering, Carnegie Mellon University","Electrical & Computer Engineering, Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Electrical & Computer Engineering, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Electrical & Computer Engineering, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035222388","display_name":"Sanghamitra Dutta","orcid":"https://orcid.org/0000-0002-6500-2627"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanghamitra Dutta","raw_affiliation_strings":["Electrical & Computer Engineering, Carnegie Mellon University","Electrical & Computer Engineering, Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Electrical & Computer Engineering, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Electrical & Computer Engineering, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054746425","display_name":"Pulkit Grover","orcid":"https://orcid.org/0000-0001-7651-7776"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pulkit Grover","raw_affiliation_strings":["Electrical & Computer Engineering, Carnegie Mellon University","Electrical & Computer Engineering, Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Electrical & Computer Engineering, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Electrical & Computer Engineering, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057045548"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.7421,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70170096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"176","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"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":0.9997000098228455,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9994999766349792,"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/T10320","display_name":"Neural Networks and Applications","score":0.9958999752998352,"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/computer-science","display_name":"Computer science","score":0.6461279392242432},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.5474643111228943},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.5040399432182312},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4919562041759491},{"id":"https://openalex.org/keywords/biological-neural-network","display_name":"Biological neural network","score":0.4216562509536743},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20352071523666382},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12565910816192627},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10577839612960815},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08067736029624939}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6461279392242432},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.5474643111228943},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.5040399432182312},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4919562041759491},{"id":"https://openalex.org/C118403218","wikidata":"https://www.wikidata.org/wiki/Q43283","display_name":"Biological neural network","level":2,"score":0.4216562509536743},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20352071523666382},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12565910816192627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10577839612960815},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08067736029624939},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit.2019.8849411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2019.8849411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1526327880","https://openalex.org/W1585714998","https://openalex.org/W1790336448","https://openalex.org/W1964769652","https://openalex.org/W2008088150","https://openalex.org/W2041782669","https://openalex.org/W2061564920","https://openalex.org/W2076201914","https://openalex.org/W2098303658","https://openalex.org/W2099111195","https://openalex.org/W2101641147","https://openalex.org/W2102022426","https://openalex.org/W2105831729","https://openalex.org/W2109394932","https://openalex.org/W2113762408","https://openalex.org/W2116811583","https://openalex.org/W2123992910","https://openalex.org/W2133280087","https://openalex.org/W2135615192","https://openalex.org/W2136562407","https://openalex.org/W2140911775","https://openalex.org/W2143100380","https://openalex.org/W2143891888","https://openalex.org/W2150135821","https://openalex.org/W2152587044","https://openalex.org/W2168614460","https://openalex.org/W2174375947","https://openalex.org/W2203624646","https://openalex.org/W2210387432","https://openalex.org/W2227520796","https://openalex.org/W2339734569","https://openalex.org/W2340520155","https://openalex.org/W2744112845","https://openalex.org/W2752573522","https://openalex.org/W2801150515","https://openalex.org/W2805426804","https://openalex.org/W2810939025","https://openalex.org/W2895501919","https://openalex.org/W2904520883","https://openalex.org/W2963311760","https://openalex.org/W3016796767","https://openalex.org/W3122776137","https://openalex.org/W3145128584","https://openalex.org/W4251333191","https://openalex.org/W4288600360","https://openalex.org/W6634991769","https://openalex.org/W6635352369","https://openalex.org/W6638158260","https://openalex.org/W6678582518","https://openalex.org/W6681130209","https://openalex.org/W6757138170","https://openalex.org/W6758985779"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W957077848","https://openalex.org/W2388615687"],"abstract_inverted_index":{"We":[0,51,119],"develop":[1],"a":[2,22,28,55,67,112,116,121,133],"theoretical":[3,113],"framework":[4],"for":[5,135],"defining":[6],"information":[7,69,105,136,154],"flow":[8,60,137],"in":[9,19,49,54,77],"neural":[10,23],"circuits,":[11],"within":[12],"the":[13,41,44,59,78,109,151],"context":[14],"of":[15,43,61,111,153],"\"eventrelated\"":[16],"experimental":[17],"paradigms":[18],"neuroscience.":[20],"Here,":[21],"circuit":[24],"is":[25,139],"modeled":[26],"as":[27],"directed":[29,79],"graph,":[30],"with":[31,115],"\"clocked\"":[32],"nodes":[33],"that":[34,57,138],"send":[35],"transmissions":[36],"to":[37,93,108,130],"each":[38],"other":[39],"along":[40],"edges":[42],"graph":[45],"at":[46,132],"discrete":[47],"points":[48],"time.":[50],"are":[52],"interested":[53],"definition":[56,134],"captures":[58],"\"stimulus\"-related":[62],"information,":[63,144],"and":[64,75,89,97,128,145],"which":[65,146],"guarantees":[66,98],"continuous":[68],"path":[70],"between":[71],"appropriately":[72],"defined":[73],"inputs":[74],"outputs":[76],"graph.":[80],"Prior":[81],"measures,":[82],"including":[83,150],"those":[84],"based":[85,140],"on":[86,141],"Granger":[87],"Causality":[88],"Directed":[90],"Information,":[91],"fail":[92],"provide":[94],"clear":[95],"assumptions":[96],"about":[99],"when":[100],"they":[101],"correctly":[102],"reflect":[103],"stimulus-related":[104],"flow,":[106],"due":[107],"absence":[110],"foundation":[114],"mathematical":[117],"definition.":[118],"take":[120],"methodical":[122],"approach-":[123],"iterating":[124],"through":[125],"candidate":[126],"definitions":[127],"counterexamples-":[129],"arrive":[131],"conditional":[142],"mutual":[143],"satisfies":[147],"desirable":[148],"properties,":[149],"existence":[152],"paths.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}