Rank order decoding of temporal parallel fibre input patterns in a complex Purkinje cell model
The processing speed of many neuronal systems requires temporal coding. Recently, a temporal rank order code has been suggested that uses the temporal order of spikes, disregarding their precise timing. A rank order-coded spike pattern can be decoded by an array of synaptic weights and a postsynapti...
Uloženo v:
| Vydáno v: | Neurocomputing (Amsterdam) Ročník 44; s. 183 - 188 |
|---|---|
| Hlavní autoři: | , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Elsevier B.V
01.06.2002
|
| Témata: | |
| ISSN: | 0925-2312, 1872-8286 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | The processing speed of many neuronal systems requires temporal coding. Recently, a temporal rank order code has been suggested that uses the temporal order of spikes, disregarding their precise timing. A rank order-coded spike pattern can be decoded by an array of synaptic weights and a postsynaptic desensitization process. We show that a multi-compartmental model of a cerebellar Purkinje cell can implement rank order decoding of temporal parallel fibre input patterns. Basis of the temporal decoding is the activation of
K
Ca channels in the Purkinje cell dendrites. The model responds preferentially to spatio-temporal patterns which are ordered according to increasing synaptic strengths. |
|---|---|
| AbstractList | The processing speed of many neuronal systems requires temporal coding. Recently, a temporal rank order code has been suggested that uses the temporal order of spikes, disregarding their precise timing. A rank order-coded spike pattern can be decoded by an array of synaptic weights and a postsynaptic desensitization process. We show that a multi-compartmental model of a cerebellar Purkinje cell can implement rank order decoding of temporal parallel fibre input patterns. Basis of the temporal decoding is the activation of
K
Ca channels in the Purkinje cell dendrites. The model responds preferentially to spatio-temporal patterns which are ordered according to increasing synaptic strengths. |
| Author | Steuber, Volker De Schutter, Erik |
| Author_xml | – sequence: 1 givenname: Volker surname: Steuber fullname: Steuber, Volker email: volker@bbf.uia.ac.be – sequence: 2 givenname: Erik surname: De Schutter fullname: De Schutter, Erik |
| BookMark | eNqFUE1LAzEQDVLBtvoThBz1sJpkP3MSKVaFgqI9G7LJrKTNJkuyFf33pla8CsMb3jDvMfNmaOK8A4TOKbmihFbXr4SzMmM5ZReEXRKSN01GjtCUNjXLGtZUEzT9WzlBsxg3hNCaMj5Fby_SbbEPGgLWoLw27h37Do_QDz5IiweZ0ILFnWkDYOOG3ZiG4wjBxUSxxMr3g4VP_LwLW-M2gBVYi3uvwZ6i407aCGe_fY7Wy7v14iFbPd0_Lm5XmWJlOSasVFNXkusqVx1tdS1BJlqQttBc5poBqTre5hw4L4pcp9fKRnaVllwplc9RebBVwccYoBNDML0MX4ISsc9I_GQk9gEIkmqfkSBJd3PQQbrtw0AQURlwCrQJoEahvfnH4RtjI3HX |
| Cites_doi | 10.1038/381520a0 10.1126/science.2063199 10.1152/jn.1994.71.1.375 10.1152/jn.1994.71.1.401 10.1038/376033a0 10.1016/S0925-2312(01)00458-1 |
| ContentType | Journal Article |
| Copyright | 2002 |
| Copyright_xml | – notice: 2002 |
| DBID | AAYXX CITATION |
| DOI | 10.1016/S0925-2312(02)00388-0 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISSN | 1872-8286 |
| EndPage | 188 |
| ExternalDocumentID | 10_1016_S0925_2312_02_00388_0 S0925231202003880 |
| GroupedDBID | --- --K --M .DC .~1 0R~ 123 1B1 1~. 1~5 29N 4.4 457 4G. 53G 5VS 7-5 71M 8P~ 9JM 9JN AABNK AACTN AADPK AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXLA AAXUO AAYFN ABBOA ABCQJ ABFNM ABJNI ABMAC ABXDB ABYKQ ACDAQ ACGFS ACNNM ACRLP ACZNC ADBBV ADEZE ADJOM ADMUD AEBSH AEKER AENEX AFKWA AFTJW AFXIZ AGHFR AGUBO AGWIK AGYEJ AHHHB AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD ASPBG AVWKF AXJTR AZFZN BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HLZ HVGLF HZ~ IHE J1W KOM LG9 M41 MO0 MOBAO N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SBC SDF SDG SDP SES SEW SPC SPCBC SSN SSV SSZ T5K WUQ XPP ZMT ~G- 9DU AATTM AAXKI AAYWO AAYXX ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD |
| ID | FETCH-LOGICAL-c255t-c26c876a9d63cf1bd7aea6a940b4d9a3d2e06f9b39e99443d18758af6da9ccc3 |
| ISICitedReferencesCount | 8 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000176839200029&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0925-2312 |
| IngestDate | Sat Nov 29 04:38:11 EST 2025 Fri Feb 23 02:21:39 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Cerebellum Pattern recognition Purkinje cells Temporal coding |
| Language | English |
| License | https://www.elsevier.com/tdm/userlicense/1.0 |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c255t-c26c876a9d63cf1bd7aea6a940b4d9a3d2e06f9b39e99443d18758af6da9ccc3 |
| PageCount | 6 |
| ParticipantIDs | crossref_primary_10_1016_S0925_2312_02_00388_0 elsevier_sciencedirect_doi_10_1016_S0925_2312_02_00388_0 |
| PublicationCentury | 2000 |
| PublicationDate | 2002-06-01 |
| PublicationDateYYYYMMDD | 2002-06-01 |
| PublicationDate_xml | – month: 06 year: 2002 text: 2002-06-01 day: 01 |
| PublicationDecade | 2000 |
| PublicationTitle | Neurocomputing (Amsterdam) |
| PublicationYear | 2002 |
| Publisher | Elsevier B.V |
| Publisher_xml | – name: Elsevier B.V |
| References | Bialek, Rieke, de Ruyter van Steveninck, Warland (BIB1) 1991; 252 Steuber, De Schutter (BIB7) 2001; 38 De Schutter, Bower (BIB4) 1994; 71 Rieke, Warland, de Ruyter van Steveninck, Bialek (BIB6) 1997 Bower, Beeman (BIB2) 1998 De Schutter, Bower (BIB3) 1994; 71 Hopfield (BIB5) 1995; 376 Thorpe, Gautrais (BIB8) 1998 Thorpe, Fize, Marlot (BIB9) 1996; 381 De Schutter (10.1016/S0925-2312(02)00388-0_BIB4) 1994; 71 Bialek (10.1016/S0925-2312(02)00388-0_BIB1) 1991; 252 Rieke (10.1016/S0925-2312(02)00388-0_BIB6) 1997 Thorpe (10.1016/S0925-2312(02)00388-0_BIB9) 1996; 381 De Schutter (10.1016/S0925-2312(02)00388-0_BIB3) 1994; 71 Thorpe (10.1016/S0925-2312(02)00388-0_BIB8) 1998 Bower (10.1016/S0925-2312(02)00388-0_BIB2) 1998 Hopfield (10.1016/S0925-2312(02)00388-0_BIB5) 1995; 376 Steuber (10.1016/S0925-2312(02)00388-0_BIB7) 2001; 38 |
| References_xml | – volume: 252 start-page: 1854 year: 1991 end-page: 1857 ident: BIB1 article-title: Reading a neural code publication-title: Science – volume: 381 start-page: 520 year: 1996 end-page: 522 ident: BIB9 article-title: Speed of processing in the human visual system publication-title: Nature – volume: 376 start-page: 33 year: 1995 end-page: 36 ident: BIB5 article-title: Pattern recognition computation using action potential timing for stimulus representation publication-title: Nature – year: 1998 ident: BIB2 publication-title: The Book of GENESIS: Exploring Realistic Neural Models with the GEneral NEural SImulation System – volume: 71 start-page: 375 year: 1994 end-page: 400 ident: BIB3 article-title: An active membrane model of the cerebellar Purkinje cell. I. Simulation of current clamps in slice publication-title: J. Neurophysiol. – year: 1997 ident: BIB6 publication-title: Spikes: Exploring the Neural Code – start-page: 113 year: 1998 end-page: 118 ident: BIB8 article-title: Rank order coding publication-title: Computational Neuroscience: Trends in Research 1998 – volume: 71 start-page: 401 year: 1994 end-page: 419 ident: BIB4 article-title: An active membrane model of the cerebellar Purkinje cell. II. Simulation of synaptic responses publication-title: J. Neurophysiol. – volume: 38 start-page: 283 year: 2001 end-page: 388 ident: BIB7 article-title: Long-term depression and recognition of parallel fibre patterns in a multi-compartmental model of a cerebellar Purkinje cell publication-title: Neurocomputing – volume: 381 start-page: 520 year: 1996 ident: 10.1016/S0925-2312(02)00388-0_BIB9 article-title: Speed of processing in the human visual system publication-title: Nature doi: 10.1038/381520a0 – volume: 252 start-page: 1854 year: 1991 ident: 10.1016/S0925-2312(02)00388-0_BIB1 article-title: Reading a neural code publication-title: Science doi: 10.1126/science.2063199 – year: 1997 ident: 10.1016/S0925-2312(02)00388-0_BIB6 – year: 1998 ident: 10.1016/S0925-2312(02)00388-0_BIB2 – volume: 71 start-page: 375 year: 1994 ident: 10.1016/S0925-2312(02)00388-0_BIB3 article-title: An active membrane model of the cerebellar Purkinje cell. I. Simulation of current clamps in slice publication-title: J. Neurophysiol. doi: 10.1152/jn.1994.71.1.375 – volume: 71 start-page: 401 year: 1994 ident: 10.1016/S0925-2312(02)00388-0_BIB4 article-title: An active membrane model of the cerebellar Purkinje cell. II. Simulation of synaptic responses publication-title: J. Neurophysiol. doi: 10.1152/jn.1994.71.1.401 – volume: 376 start-page: 33 year: 1995 ident: 10.1016/S0925-2312(02)00388-0_BIB5 article-title: Pattern recognition computation using action potential timing for stimulus representation publication-title: Nature doi: 10.1038/376033a0 – volume: 38 start-page: 283 year: 2001 ident: 10.1016/S0925-2312(02)00388-0_BIB7 article-title: Long-term depression and recognition of parallel fibre patterns in a multi-compartmental model of a cerebellar Purkinje cell publication-title: Neurocomputing doi: 10.1016/S0925-2312(01)00458-1 – start-page: 113 year: 1998 ident: 10.1016/S0925-2312(02)00388-0_BIB8 article-title: Rank order coding |
| SSID | ssj0017129 |
| Score | 1.6796689 |
| Snippet | The processing speed of many neuronal systems requires temporal coding. Recently, a temporal rank order code has been suggested that uses the temporal order of... |
| SourceID | crossref elsevier |
| SourceType | Index Database Publisher |
| StartPage | 183 |
| SubjectTerms | Cerebellum Pattern recognition Purkinje cells Temporal coding |
| Title | Rank order decoding of temporal parallel fibre input patterns in a complex Purkinje cell model |
| URI | https://dx.doi.org/10.1016/S0925-2312(02)00388-0 |
| Volume | 44 |
| WOSCitedRecordID | wos000176839200029&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1872-8286 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0017129 issn: 0925-2312 databaseCode: AIEXJ dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Nb9QwELWg5cCFQgFR2iIfOICigONk7fi4aotoVVVVu6r2ROTYjgQbsqs2W-3P7_gjyaIiBJW4WEnkxIrnZTwzGb9B6L1hRHCT0VhIcFczWspYwCofJ8qkkgojpEvGvDrlZ2f5dCrOw--CG1dOgDdNvlqJxX8VNVwDYduts_8g7v6hcAGOQejQgtih_SvBX8hmFjlGzUiDb6lDWnPgoKojS_Zd16aOKvCULWXIYtlaelUbGXTJsdLnmZtVdL60kfQfJrLhfV80Z92YdcQeypWFCAGH8U_Lu6AtyPoAw2VrlqUHxtW8ng3ZwIeOA9QVyg4aefZLDIIOuVI-MHZvc4yPMNJRDOajV7bG69ecU7dzfV0BZ9maBk18XZuwGCe-5t89Pe9DDpf9EPCGlknWhmUBDmRY3PqUQ9fXdiXUdSKP0SblIwHKfHN8fDQ96f898YR6hsbw7GHf1-dhwA-EfgyD_d6iWbNSJs_Rs-Be4LGHxQv0yDTbaKsr3YGDJn-JvlmUYIcS3KEEzyvcoQR3KMEOJdihBHcogVMscUAJ7lCCLUqwQ8krNPlyNDn4GodSG7ECn7KFlilYF6XQLFVVUmoujYTTjJSZFjLV1BBWiTKFr1dkWapBkKNcVkxLoZRKX6ONZt6YNwgzk5SEycrQvARjv7T2JgMnGwZgnItqB33qZqtYeEKVYsg0hOkt7PQWhBZueguyg_JuTotgFXprrwAw_PnWtw-_dRc9HYC-hzba66XZR0_Ubfv95vpdgMwddyGCfw |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Rank+order+decoding+of+temporal+parallel+fibre+input+patterns+in+a+complex+Purkinje+cell+model&rft.jtitle=Neurocomputing+%28Amsterdam%29&rft.au=Steuber%2C+Volker&rft.au=De+Schutter%2C+Erik&rft.date=2002-06-01&rft.pub=Elsevier+B.V&rft.issn=0925-2312&rft.eissn=1872-8286&rft.volume=44&rft.spage=183&rft.epage=188&rft_id=info:doi/10.1016%2FS0925-2312%2802%2900388-0&rft.externalDocID=S0925231202003880 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0925-2312&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0925-2312&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0925-2312&client=summon |