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@ARTICLE{Spitzner:888460,
      author       = {Spitzner, Franz Paul and Dehning, Jonas and Wilting, J. and
                      Hagemann, A. and Neto, J. P. and Zierenberg, J. and
                      Priesemann, V.},
      title        = {{MR}. {E}stimator, a toolbox to determine intrinsic
                      timescales from subsampled spiking activity},
      reportid     = {FZJ-2020-04928},
      year         = {2020},
      abstract     = {Here we present our Python toolbox 'MR. Estimator' to
                      reliably estimate the intrinsic timescale from
                      electrophysiologal recordings of heavily subsampled systems.
                      Originally intended for the analysis of time series from
                      neuronal spiking activity, our toolbox is applicable to a
                      wide range of systems where subsampling - the difficulty to
                      observe the whole system in full detail - limits our
                      capability to record. Applications range from epidemic
                      spreading to any system that can be represented by an
                      autoregressive process. In the context of neuroscience, the
                      intrinsic timescale can be thought of as the duration over
                      which any perturbation reverberates within the network; it
                      has been used as a key observable to investigate a
                      functional hierarchy across the primate cortex and serves as
                      a measure of working memory. It is also a proxy for the
                      distance to criticality and quantifies a system's dynamic
                      working point.},
      cin          = {INM-6 / IAS-6 / INM-10},
      cid          = {I:(DE-Juel1)INM-6-20090406 / I:(DE-Juel1)IAS-6-20130828 /
                      I:(DE-Juel1)INM-10-20170113},
      pnm          = {574 - Theory, modelling and simulation (POF3-574)},
      pid          = {G:(DE-HGF)POF3-574},
      typ          = {PUB:(DE-HGF)25},
      eprint       = {2007.03367},
      howpublished = {arXiv:2007.03367},
      archivePrefix = {arXiv},
      SLACcitation = {$\%\%CITATION$ = $arXiv:2007.03367;\%\%$},
      pubmed       = {pmid:33914774},
      url          = {https://juser.fz-juelich.de/record/888460},
}