{"id":"https://openalex.org/W2772498491","doi":"https://doi.org/10.1109/icacci.2017.8125895","title":"Information theoretic visualization of spiking neural networks","display_name":"Information theoretic visualization of spiking neural networks","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2772498491","doi":"https://doi.org/10.1109/icacci.2017.8125895","mag":"2772498491"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2017.8125895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2017.8125895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5024648191","display_name":"Manjusha Nair","orcid":"https://orcid.org/0000-0002-1573-1936"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Manjusha Nair","raw_affiliation_strings":["Dept. of Computer Science and Applications, Amrita University, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Applications, Amrita University, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074116272","display_name":"Akshaya Suresh","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akshaya Puthenpeedikayil Suresh","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Coimbatore, Tamil Nadu, IN"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Coimbatore, Tamil Nadu, IN","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076717142","display_name":"Anjana Manoharan","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anjana Manoharan","raw_affiliation_strings":["Dept of Computer Science and Applications, Amrita University, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Dept of Computer Science and Applications, Amrita University, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043020478","display_name":"Bipin G. Nair","orcid":"https://orcid.org/0000-0002-4944-8805"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bipin Nair","raw_affiliation_strings":["Amrita School of Biotechnology Amrita Vishwa Vidyapeetham (Amrita University), Clappana PO, Kollam, Kerala, India"],"affiliations":[{"raw_affiliation_string":"Amrita School of Biotechnology Amrita Vishwa Vidyapeetham (Amrita University), Clappana PO, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066357721","display_name":"Shyam Diwakar","orcid":"https://orcid.org/0000-0003-1546-0184"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shyam Diwakar","raw_affiliation_strings":["Amrita School of Biotechnology Amrita Vishwa Vidyapeetham (Amrita University), Clappana PO, Kollam, Kerala, India"],"affiliations":[{"raw_affiliation_string":"Amrita School of Biotechnology Amrita Vishwa Vidyapeetham (Amrita University), Clappana PO, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024648191"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.17553938,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"540","last_page":"544"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9972000122070312,"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":0.9972000122070312,"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/T10542","display_name":"Vestibular and auditory disorders","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9668999910354614,"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/computer-science","display_name":"Computer science","score":0.8491071462631226},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8462200164794922},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6339552402496338},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5927119255065918},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5529754161834717},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5362716317176819},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4998335838317871},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.48455753922462463},{"id":"https://openalex.org/keywords/scientific-visualization","display_name":"Scientific visualization","score":0.4359200596809387},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4258204400539398},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.4210681915283203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40009772777557373},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3735954761505127}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8491071462631226},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8462200164794922},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6339552402496338},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5927119255065918},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5529754161834717},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5362716317176819},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4998335838317871},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.48455753922462463},{"id":"https://openalex.org/C59740354","wikidata":"https://www.wikidata.org/wiki/Q2737866","display_name":"Scientific visualization","level":3,"score":0.4359200596809387},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4258204400539398},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.4210681915283203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40009772777557373},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3735954761505127},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2017.8125895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2017.8125895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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":26,"referenced_works":["https://openalex.org/W1038800568","https://openalex.org/W1582681335","https://openalex.org/W1654657067","https://openalex.org/W1750100667","https://openalex.org/W1967751939","https://openalex.org/W1992057192","https://openalex.org/W1995875735","https://openalex.org/W2064566192","https://openalex.org/W2064573518","https://openalex.org/W2076273063","https://openalex.org/W2087058693","https://openalex.org/W2109584604","https://openalex.org/W2111280045","https://openalex.org/W2114651926","https://openalex.org/W2118064385","https://openalex.org/W2128949090","https://openalex.org/W2131361270","https://openalex.org/W2296050942","https://openalex.org/W2410644956","https://openalex.org/W2503032718","https://openalex.org/W3121672307","https://openalex.org/W3125358592","https://openalex.org/W3173201672","https://openalex.org/W4230716465","https://openalex.org/W4252967664","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3152181619","https://openalex.org/W2080934634","https://openalex.org/W2112083262","https://openalex.org/W4246764483","https://openalex.org/W2013467770","https://openalex.org/W2138584026","https://openalex.org/W2785421060","https://openalex.org/W2156440763","https://openalex.org/W2775748810","https://openalex.org/W2134678736"],"abstract_inverted_index":{"Visualization":[0],"is":[1,37],"a":[2,12,45],"flexible":[3],"way":[4],"to":[5,40,52,67,95,113,117,140],"analyze":[6],"simulated":[7],"data":[8,32,91,98,135],"and":[9,24,54,116,137,142],"serves":[10],"as":[11,86,131],"means":[13],"for":[14,33],"scientific":[15,134],"discovery.":[16],"Large":[17],"scale":[18,73,105],"neural":[19],"simulations":[20],"using":[21,80],"high":[22],"performance":[23],"distributed":[25],"computing":[26],"techniques":[27,64,82],"produce":[28],"huge":[29],"amount":[30],"of":[31,57,59,146],"which":[34],"visual":[35],"analysis":[36,136],"generally":[38],"difficult":[39],"perform.":[41],"In":[42],"this":[43],"paper,":[44],"spiking":[46],"neuron":[47],"simulation":[48],"environment":[49],"was":[50,83],"created":[51],"model":[53],"simulate":[55],"networks":[56],"neurons":[58],"the":[60,97],"cerebellum.":[61],"Traditional":[62],"visualization":[63,79,138],"were":[65,93,111],"used":[66,112,130],"highlight":[68],"relevant":[69],"findings":[70],"from":[71,121],"small":[72],"cerebellar":[74,106,147],"networks.":[75],"Time":[76],"varying":[77],"volume":[78],"traditional":[81],"found":[84],"infeasible":[85],"network":[87],"size":[88],"increased.":[89],"New":[90],"abstractions":[92],"required":[94],"depict":[96],"that":[99],"changes":[100],"over":[101],"time.":[102],"With":[103],"large":[104],"networks,":[107],"Information":[108],"theoretic":[109],"methods":[110],"reduce":[114],"dimensionality":[115],"extract":[118],"valuable":[119],"information":[120,126],"data.":[122],"We":[123],"suggested":[124],"that,":[125],"theory":[127],"can":[128],"be":[129],"an":[132],"efficient":[133],"tool":[139],"evaluate":[141],"validate":[143],"computational":[144],"models":[145],"like":[148],"structures.":[149]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
