%0 Conference Paper
%A Bouhadjar, Younes
%A Diesmann, Markus
%A Wouters, Dirk J.
%A Tetzlaff, Tom
%T The speed of sequence processing in biological neuronal networks
%M FZJ-2021-00185
%P 1-3
%D 2020
%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 and synaptic parameters constrain the sequence-processing speed.
%B Neuro-inspired Computational Elements Workshop
%C 17 Mar 2020 - 20 Mar 2020, Heidelberg (Germany)
Y2 17 Mar 2020 - 20 Mar 2020
M2 Heidelberg, Germany
%F PUB:(DE-HGF)8
%9 Contribution to a conference proceedings
%R 10.1145/3381755.3381769
%U https://juser.fz-juelich.de/record/889280