TY  - CONF
AU  - Bouhadjar, Younes
AU  - Diesmann, Markus
AU  - Wouters, Dirk J.
AU  - Tetzlaff, Tom
TI  - The speed of sequence processing in biological neuronal networks
M1  - FZJ-2021-00185
SP  - 1-3
PY  - 2020
AB  - 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.
T2  - Neuro-inspired Computational Elements Workshop
CY  - 17 Mar 2020 - 20 Mar 2020, Heidelberg (Germany)
Y2  - 17 Mar 2020 - 20 Mar 2020
M2  - Heidelberg, Germany
LB  - PUB:(DE-HGF)8
DO  - DOI:10.1145/3381755.3381769
UR  - https://juser.fz-juelich.de/record/889280
ER  -