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@INPROCEEDINGS{Bouhadjar:889280,
      author       = {Bouhadjar, Younes and Diesmann, Markus and Wouters, Dirk J.
                      and Tetzlaff, Tom},
      title        = {{T}he speed of sequence processing in biological neuronal
                      networks},
      reportid     = {FZJ-2021-00185},
      pages        = {1-3},
      year         = {2020},
      abstract     = {Sequence processing has been proposed to be the universal
                      computation performed by the neocortex. The Hierarchical
                      Temporal Memory (HTM) model provides a mechanistic
                      implementation of this form of processing. While the model
                      accounts for a number of neocortical features, it is based
                      on networks of highly abstract neuron and synapse models
                      updated in discrete time. Here, we reformulate the model in
                      terms of a network of spiking neurons with continuous-time
                      dynamics to investigate how neuronal and synaptic parameters
                      constrain the sequence-processing speed.},
      month         = {Mar},
      date          = {2020-03-17},
      organization  = {Neuro-inspired Computational Elements
                       Workshop, Heidelberg (Germany), 17 Mar
                       2020 - 20 Mar 2020},
      cin          = {INM-6 / IAS-6 / INM-10 / PGI-7 / PGI-10},
      cid          = {I:(DE-Juel1)INM-6-20090406 / I:(DE-Juel1)IAS-6-20130828 /
                      I:(DE-Juel1)INM-10-20170113 / I:(DE-Juel1)PGI-7-20110106 /
                      I:(DE-Juel1)PGI-10-20170113},
      pnm          = {574 - Theory, modelling and simulation (POF3-574) /
                      Advanced Computing Architectures $(aca_20190115)$ / HBP SGA2
                      - Human Brain Project Specific Grant Agreement 2 (785907) /
                      PhD no Grant - Doktorand ohne besondere Förderung
                      (PHD-NO-GRANT-20170405)},
      pid          = {G:(DE-HGF)POF3-574 / $G:(DE-Juel1)aca_20190115$ /
                      G:(EU-Grant)785907 / G:(DE-Juel1)PHD-NO-GRANT-20170405},
      typ          = {PUB:(DE-HGF)8},
      doi          = {10.1145/3381755.3381769},
      url          = {https://juser.fz-juelich.de/record/889280},
}