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Joint Peri Stimulus Time Histogram (JPSTH)

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Encyclopedia of Computational Neuroscience

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Definition

The joint peristimulus time histogram (JPSTH) provides the two-dimensional time-resolved correlation of two neurons with respect to a trigger event. A specific correction removes the effect of the trigger on the individual neuronal responses and thus highlights the excess correlation between the two neurons.

Detailed Description

The temporal relation between two spike trains is usually studied using the ordinary cross-correlation (see entry “Correlation Analysis of Parallel Spike Trains”) together with the shift or peristimulus time histogram (PSTH)-based (see entry “Estimation of Neuronal Firing Rate”) predictor to partially compensate for firing covariation. These measures are averages over the entire length of data and hence ignore dynamics. This means we can only infer the static average interaction between the neurons. A portion of the dynamics may be associated with the repeated presentation of stimulus, and it is this portion that is delineated by the JPSTH (as an...

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References

  • Aertsen AMHJ, Gerstein GL, Habib M, Palm G (with the collaboration of Gochin P, Krüger J) (1989) Dynamics of neuronal firing correlation: modulation of “effective connectivity”. J Neurophysiol 61:900–917. https://doi.org/10.1152/jn.1989.61.5.900

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  • Gerstein GL (1998) Correlation based analysis methods for neural ensemble data. In: Nicolelis M, Simon S, Corless J (eds) Methods for simultaneous neuronal ensemble recordings. CRC Press, Boca Raton, pp 157–178

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  • Palm G, Aertsen AMHJ, Gerstein GL (1988) On the significance of correlations among neuronal spike trains. Biol Cybern 59:1–11. https://doi.org/10.1007/bf00336885

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  • Vaadia E, Haalman I, Abeles M, Bergman H, Prut Y, Slovin H, Aertsen A (1995) Dynamics of neuronal interactions in monkey cortex in relation to behavioral events. Nature 373:515–518. https://doi.org/10.1038/373515a0

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Author information

Authors and Affiliations

  1. Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA

    George L. Gerstein

  2. Bernstein Center Freiburg and Faculty of Biology, University of Freiburg, Freiburg, Germany

    Ad Aertsen

Authors
  1. George L. Gerstein
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  2. Ad Aertsen
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Corresponding author

Correspondence to Ad Aertsen .

Editor information

Editors and Affiliations

  1. Atlanta, GA, USA

    Dieter Jaeger

  2. Department of Biomedical Engineering, Florida International University, Miami, FL, USA

    Ranu Jung

Section Editor information

  1. Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6), JARA Brain Inst I (INM-10), Jülich Research Centre, Jülich, Germany

    Sonja Grün

  2. Theoretical Systems Neurobiology, RWTH Aachen University, Aachen, Germany

    Sonja Grün

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Gerstein, G.L., Aertsen, A. (2021). Joint Peri Stimulus Time Histogram (JPSTH). In: Jaeger, D., Jung, R. (eds) Encyclopedia of Computational Neuroscience. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-7320-6_397-3

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  • DOI: https://doi.org/10.1007/978-1-4614-7320-6_397-3

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  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4614-7320-6

  • Online ISBN: 978-1-4614-7320-6

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Chapter history

  1. Latest

    Joint Peri Stimulus Time Histogram (JPSTH)
    Published:
    30 March 2021

    DOI: https://doi.org/10.1007/978-1-4614-7320-6_397-3

  2. Joint Peri Stimulus Time Histogram (JPSTH)
    Published:
    06 February 2021

    DOI: https://doi.org/10.1007/978-1-4614-7320-6_397-2

  3. Original

    Joint Peri Stimulus Time Histogram (JPSTH)
    Published:
    10 April 2014

    DOI: https://doi.org/10.1007/978-1-4614-7320-6_397-1

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