Explaining burst profiles using models with realistic parameters and plastic synapses

T. Gritsun, J. Stegenga, Jakob le Feber, Wim Rutten

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

    17 Downloads (Pure)

    Abstract

    One of the most prominent features of the electrical activity of dissociated cultured neural networks is the phenomenon of network bursts. Profiles of the instantaneous firing rate during bursts vary in shape and intensity during neuronal culture development. To shed some light on burst profile variability we constructed “pacemaker-driven��? random recurrent neural network models with both static and frequency dependent synapses. We show variation of burst features by changing the network parameters of the models. The best agreement was found by including synapses with short-term plasticity.
    Original languageUndefined
    Title of host publication6th International Meeting on Substrate-Integrated Microelectrodes
    Place of PublicationStuttgart, Germany
    PublisherBIOPRO Baden-Wuerttemberg GmbH
    Pages26-28
    Number of pages3
    ISBN (Print)3-938345-05-5
    Publication statusPublished - 8 Jul 2008
    Event6th international meeting on substrate-integrated micro electrode arrays 2008 - Stuttgart, Germany
    Duration: 8 Jul 200811 Jul 2008
    Conference number: 6

    Publication series

    Name
    PublisherBIOPRO Baden-Wuerttemberg GmbH

    Conference

    Conference6th international meeting on substrate-integrated micro electrode arrays 2008
    CountryGermany
    CityStuttgart
    Period8/07/0811/07/08

    Keywords

    • METIS-265265
    • EWI-17282
    • IR-69663

    Cite this

    Gritsun, T., Stegenga, J., le Feber, J., & Rutten, W. (2008). Explaining burst profiles using models with realistic parameters and plastic synapses. In 6th International Meeting on Substrate-Integrated Microelectrodes (pp. 26-28). Stuttgart, Germany: BIOPRO Baden-Wuerttemberg GmbH.
    Gritsun, T. ; Stegenga, J. ; le Feber, Jakob ; Rutten, Wim. / Explaining burst profiles using models with realistic parameters and plastic synapses. 6th International Meeting on Substrate-Integrated Microelectrodes. Stuttgart, Germany : BIOPRO Baden-Wuerttemberg GmbH, 2008. pp. 26-28
    @inproceedings{d1a76c7333cc401b968c993579130157,
    title = "Explaining burst profiles using models with realistic parameters and plastic synapses",
    abstract = "One of the most prominent features of the electrical activity of dissociated cultured neural networks is the phenomenon of network bursts. Profiles of the instantaneous firing rate during bursts vary in shape and intensity during neuronal culture development. To shed some light on burst profile variability we constructed “pacemaker-driven��? random recurrent neural network models with both static and frequency dependent synapses. We show variation of burst features by changing the network parameters of the models. The best agreement was found by including synapses with short-term plasticity.",
    keywords = "METIS-265265, EWI-17282, IR-69663",
    author = "T. Gritsun and J. Stegenga and {le Feber}, Jakob and Wim Rutten",
    note = "http://www.nmi.de/meameeting2008/",
    year = "2008",
    month = "7",
    day = "8",
    language = "Undefined",
    isbn = "3-938345-05-5",
    publisher = "BIOPRO Baden-Wuerttemberg GmbH",
    pages = "26--28",
    booktitle = "6th International Meeting on Substrate-Integrated Microelectrodes",

    }

    Gritsun, T, Stegenga, J, le Feber, J & Rutten, W 2008, Explaining burst profiles using models with realistic parameters and plastic synapses. in 6th International Meeting on Substrate-Integrated Microelectrodes. BIOPRO Baden-Wuerttemberg GmbH, Stuttgart, Germany, pp. 26-28, 6th international meeting on substrate-integrated micro electrode arrays 2008, Stuttgart, Germany, 8/07/08.

    Explaining burst profiles using models with realistic parameters and plastic synapses. / Gritsun, T.; Stegenga, J.; le Feber, Jakob; Rutten, Wim.

    6th International Meeting on Substrate-Integrated Microelectrodes. Stuttgart, Germany : BIOPRO Baden-Wuerttemberg GmbH, 2008. p. 26-28.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

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    T1 - Explaining burst profiles using models with realistic parameters and plastic synapses

    AU - Gritsun, T.

    AU - Stegenga, J.

    AU - le Feber, Jakob

    AU - Rutten, Wim

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    PY - 2008/7/8

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    N2 - One of the most prominent features of the electrical activity of dissociated cultured neural networks is the phenomenon of network bursts. Profiles of the instantaneous firing rate during bursts vary in shape and intensity during neuronal culture development. To shed some light on burst profile variability we constructed “pacemaker-driven��? random recurrent neural network models with both static and frequency dependent synapses. We show variation of burst features by changing the network parameters of the models. The best agreement was found by including synapses with short-term plasticity.

    AB - One of the most prominent features of the electrical activity of dissociated cultured neural networks is the phenomenon of network bursts. Profiles of the instantaneous firing rate during bursts vary in shape and intensity during neuronal culture development. To shed some light on burst profile variability we constructed “pacemaker-driven��? random recurrent neural network models with both static and frequency dependent synapses. We show variation of burst features by changing the network parameters of the models. The best agreement was found by including synapses with short-term plasticity.

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    KW - EWI-17282

    KW - IR-69663

    M3 - Conference contribution

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    BT - 6th International Meeting on Substrate-Integrated Microelectrodes

    PB - BIOPRO Baden-Wuerttemberg GmbH

    CY - Stuttgart, Germany

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    Gritsun T, Stegenga J, le Feber J, Rutten W. Explaining burst profiles using models with realistic parameters and plastic synapses. In 6th International Meeting on Substrate-Integrated Microelectrodes. Stuttgart, Germany: BIOPRO Baden-Wuerttemberg GmbH. 2008. p. 26-28