%0 Conference Paper
%A Bouhadjar, Younes
%A Diesmann, Markus
%A Waser, R.
%A Wouters, Dirk J.
%A Tetzlaff, Tom
%T Constraints on sequence processing speed in biological neuronal networks
%M FZJ-2019-04908
%D 2019
%X 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.
%B Bernstein conference
%C 17 Sep 2019 - 21 Sep 2019, Berlin (Germany)
Y2 17 Sep 2019 - 21 Sep 2019
M2 Berlin, Germany
%F PUB:(DE-HGF)24
%9 Poster
%U https://juser.fz-juelich.de/record/865505