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@INPROCEEDINGS{Bouhadjar:864205,
      author       = {Bouhadjar, Younes and Diesmann, Markus and Waser, R. and
                      Wouters, Dirk J. and Tetzlaff, Tom},
      title        = {{C}onstraints on sequence processing speed in biological
                      neuronal networks},
      school       = {RWTH Aachen},
      reportid     = {FZJ-2019-04043},
      year         = {2019},
      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 parameters such as
                      cell-intrinsic time constants and synaptic weights constrain
                      the sequence-processing speed},
      month         = {Jul},
      date          = {2019-07-23},
      organization  = {International Conference on
                       Neuromorphic Systems, Knoxville (United
                       States), 23 Jul 2019 - 25 Jul 2019},
      subtyp        = {After Call},
      cin          = {PGI-10 / PGI-7 / INM-6 / INM-10 / IAS-6},
      cid          = {I:(DE-Juel1)PGI-10-20170113 / I:(DE-Juel1)PGI-7-20110106 /
                      I:(DE-Juel1)INM-6-20090406 / I:(DE-Juel1)INM-10-20170113 /
                      I:(DE-Juel1)IAS-6-20130828},
      pnm          = {574 - Theory, modelling and simulation (POF3-574) /
                      Advanced Computing Architectures $(aca_20190115)$ / HBP SGA2
                      - Human Brain Project Specific Grant Agreement 2 (785907)},
      pid          = {G:(DE-HGF)POF3-574 / $G:(DE-Juel1)aca_20190115$ /
                      G:(EU-Grant)785907},
      typ          = {PUB:(DE-HGF)6},
      url          = {https://juser.fz-juelich.de/record/864205},
}