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Accurate Detection of Spiking Motifs in Neurobiological Data by Learning Heterogeneous Delays of a Spiking Neural Network
Recently, there has been an increase in interest in exploring the hypothesis that neural activity conveys information through precise …
Laurent U Perrinet
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Self-Supervised Learning of Spiking Motifs in Neurobiological Data
Timing is essential for neural processing, but evidence for such temporal precision is still lacking. We have developed a theoretical …
Adrien Fois
,
Laurent U Perrinet
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Accurate Detection of Spiking Motifs by Learning Heterogeneous Delays of a Spiking Neural Network
Poster Session at
https://snufa.net/2023/
https://snufa.net/2023/abstracts/laurent-perrinet-accurate.html
code:
https://github.com/laurentperrinet/2023-09-27_HDSNN-ICANN
see a follow-up as journal paper:
Laurent U Perrinet
(2023).
Accurate Detection of Spiking Motifs by Learning Heterogeneous Delays of a Spiking Neural Network
.
ICANN Special Session on Recent Advances in Spiking Neural Networks
.
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arXiv
Laurent U Perrinet
Last updated on 2023-09-10
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Accurate Detection of Spiking Motifs by Learning Heterogeneous Delays of a Spiking Neural Network
Hybrid Session, Room 2
Chair: Sander Bohté, Sebastian Otte
read the
proceedings
The code is available on
GitHub
see accompanying paper:
Laurent U Perrinet
(2023).
Accurate Detection of Spiking Motifs by Learning Heterogeneous Delays of a Spiking Neural Network
.
ICANN Special Session on Recent Advances in Spiking Neural Networks
.
PDF
Cite
Slides
DOI
Code
arXiv
Laurent U Perrinet
Last updated on 2023-09-10
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Slides
DOI
URL
Accurate Detection of Spiking Motifs by Learning Heterogeneous Delays of a Spiking Neural Network
Recently, interest has grown in exploring the hypothesis that neural activity conveys information through precise spiking motifs. To …
Laurent U Perrinet
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Cite
Slides
DOI
Code
arXiv
Cortical recurrence supports resilience to sensory variance in the primary visual cortex
Our daily endeavors occur in a complex visual environment, whose intrinsic variability challenges the way we integrate information to …
Hugo Ladret
,
Nelson Cortes
,
Lamyae Ikan
,
Frédéric Chavane
,
Christian Casanova
,
Laurent U Perrinet
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bioRxiv
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