{"id":"https://openalex.org/W1593738344","doi":"https://doi.org/10.1109/ijcnn.2005.1556238","title":"Towards the modeling of dissociated cortical tissue in the liquid state machine framework","display_name":"Towards the modeling of dissociated cortical tissue in the liquid state machine framework","publication_year":2006,"publication_date":"2006-01-05","ids":{"openalex":"https://openalex.org/W1593738344","doi":"https://doi.org/10.1109/ijcnn.2005.1556238","mag":"1593738344"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2005.1556238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556238","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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/A5043230496","display_name":"D. Goswami","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]},{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT","US"],"is_corresponding":true,"raw_author_name":"D. Goswami","raw_affiliation_strings":["Electrical and Biomedical Engineering Department, University of Florida, Gainesville, FL, USA","Institute for Theoretical Computer Science, Technische Universit\u00e4t Graz, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"Electrical and Biomedical Engineering Department, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Institute for Theoretical Computer Science, Technische Universit\u00e4t Graz, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044252600","display_name":"Klaus Schuch","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]},{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT","US"],"is_corresponding":false,"raw_author_name":"K. Schuch","raw_affiliation_strings":["Electrical and Biomedical Engineering Department, University of Florida, Gainesville, FL, USA","Institute for Theoretical Computer Science, Technische Universit\u00e4t Graz, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"Electrical and Biomedical Engineering Department, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Institute for Theoretical Computer Science, Technische Universit\u00e4t Graz, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100672557","display_name":"Yi Zheng","orcid":"https://orcid.org/0000-0002-2351-3445"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]},{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT","US"],"is_corresponding":false,"raw_author_name":"Yi Zheng","raw_affiliation_strings":["Electrical and Biomedical Engineering Department, University of Florida, Gainesville, FL, USA","Institute for Theoretical Computer Science, Technische Universit\u00e4t Graz, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"Electrical and Biomedical Engineering Department, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Institute for Theoretical Computer Science, Technische Universit\u00e4t Graz, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001647455","display_name":"Thomas B. DeMarse","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]},{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT","US"],"is_corresponding":false,"raw_author_name":"T. DeMarse","raw_affiliation_strings":["Electrical and Biomedical Engineering Department, University of Florida, Gainesville, FL, USA","Institute for Theoretical Computer Science, Technische Universit\u00e4t Graz, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"Electrical and Biomedical Engineering Department, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Institute for Theoretical Computer Science, Technische Universit\u00e4t Graz, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019504861","display_name":"Jos\u00e9 C. Pr\u0131\u0301ncipe","orcid":"https://orcid.org/0000-0002-3449-3531"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["AT","US"],"is_corresponding":false,"raw_author_name":"J.C. Principe","raw_affiliation_strings":["Electrical and Biomedical Engineering Department, University of Florida, Gainesville, FL, USA","Institute for Theoretical Computer Science, Technische Universit\u00e4t Graz, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"Electrical and Biomedical Engineering Department, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Institute for Theoretical Computer Science, Technische Universit\u00e4t Graz, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043230496"],"corresponding_institution_ids":["https://openalex.org/I33213144","https://openalex.org/I4092182"],"apc_list":null,"apc_paid":null,"fwci":0.7786,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67933492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"2179","last_page":"2183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9993000030517578,"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":0.9993000030517578,"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.989300012588501,"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/burstiness","display_name":"Burstiness","score":0.8990228176116943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7102274894714355},{"id":"https://openalex.org/keywords/multifractal-system","display_name":"Multifractal system","score":0.5967037677764893},{"id":"https://openalex.org/keywords/detrended-fluctuation-analysis","display_name":"Detrended fluctuation analysis","score":0.5167438387870789},{"id":"https://openalex.org/keywords/fractal","display_name":"Fractal","score":0.5100241303443909},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.5040825605392456},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5020577907562256},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.43220382928848267},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.43123048543930054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4263598322868347},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33285847306251526},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3214716613292694},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.167067289352417},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.13746356964111328},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09950804710388184}],"concepts":[{"id":"https://openalex.org/C2781023610","wikidata":"https://www.wikidata.org/wiki/Q17006304","display_name":"Burstiness","level":3,"score":0.8990228176116943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7102274894714355},{"id":"https://openalex.org/C133905733","wikidata":"https://www.wikidata.org/wiki/Q2629238","display_name":"Multifractal system","level":3,"score":0.5967037677764893},{"id":"https://openalex.org/C21689155","wikidata":"https://www.wikidata.org/wiki/Q2451452","display_name":"Detrended fluctuation analysis","level":3,"score":0.5167438387870789},{"id":"https://openalex.org/C40636538","wikidata":"https://www.wikidata.org/wiki/Q81392","display_name":"Fractal","level":2,"score":0.5100241303443909},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.5040825605392456},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5020577907562256},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.43220382928848267},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.43123048543930054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4263598322868347},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33285847306251526},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3214716613292694},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.167067289352417},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.13746356964111328},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09950804710388184},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2005.1556238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556238","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1761010261","https://openalex.org/W2036984726","https://openalex.org/W2110307384","https://openalex.org/W2131764799","https://openalex.org/W2184272066","https://openalex.org/W6679189137"],"related_works":["https://openalex.org/W2010006040","https://openalex.org/W1482815418","https://openalex.org/W2212873559","https://openalex.org/W2951396136","https://openalex.org/W1969474323","https://openalex.org/W3195868191","https://openalex.org/W2003634106","https://openalex.org/W3123447783","https://openalex.org/W3149603291","https://openalex.org/W2912451188"],"abstract_inverted_index":{"Understanding":[0],"biological":[1,142],"information":[2],"processing":[3],"systems":[4],"is":[5],"key":[6],"in":[7,43,50,72,126],"overcoming":[8],"the":[9,18,33,62,66,69,73,79,83,87,93,103,108,114,122,127,135,141],"limitations":[10],"of":[11,17,54,68,92,107],"traditional":[12],"engineered":[13],"systems.":[14,56],"The":[15],"advent":[16],"liquid":[19],"state":[20],"machine":[21],"(LSM)":[22],"as":[23,30,32],"a":[24,44],"computational":[25],"model":[26,86,144],"for":[27,64],"cortical":[28,39],"processing,":[29],"well":[31],"ability":[34],"to":[35,85,101,120,148],"experiment":[36],"with":[37],"dissociated":[38],"tissue":[40],"(DCT)":[41],"cultures":[42,71],"controlled":[45],"environment":[46],"provide":[47],"new":[48],"opportunities":[49],"advancing":[51],"our":[52],"understanding":[53],"such":[55],"In":[57],"this":[58],"paper":[59],"we":[60],"examine":[61],"possibilities":[63],"modeling":[65],"behavior":[67],"DCT":[70,94],"LSM":[74,80],"framework.":[75],"We":[76],"show":[77,131],"that":[78,139],"framework":[81],"has":[82],"capability":[84],"spontaneous":[88],"activity":[89],"and":[90,110,143],"burstiness":[91],"cultures.":[95],"Finally,":[96],"multifractal":[97],"measures":[98],"are":[99,146],"used":[100,119],"characterize":[102],"long":[104,123],"range":[105,124],"dependencies":[106,125],"recorded":[109],"simulated":[111],"data.":[112],"Though":[113],"detrended":[115],"fluctuation":[116],"analysis":[117],"(DFA)":[118],"estimate":[121],"data":[128],"does":[129],"not":[130],"wholly":[132],"consistent":[133],"similarities,":[134],"endogenously":[136],"active":[137],"neurons":[138],"drive":[140],"networks":[145],"found":[147],"have":[149],"similar":[150],"fractal":[151],"structure.":[152]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}