Polychronies

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 …
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Accurate Detection of Spiking Motifs in Neurobiological Data by Learning Heterogeneous Delays of a Spiking Neural Network
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 …
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Self-Supervised Learning of Spiking Motifs in Neurobiological Data
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
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
Last updated on 2023-09-10
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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 …
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Learning heterogeneous delays in a layer of spiking neurons for fast motion detection
read the paper online (paywall) or read the reprint as PDF full code with extensive Supplementary Material join the Zotero group to add and discuss more items this paper is a follow-up of Antoine Grimaldi, Camille Besnainou, Hugo Ladret, Laurent U Perrinet (2022).
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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 …
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Cortical recurrence supports resilience to sensory variance in the primary visual cortex
Precise spiking motifs in neurobiological and neuromorphic data
Why do neurons communicate through spikes? By definition, spikes are all-or-none neural events which occur at continuous times. In …
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Precise spiking motifs in neurobiological and neuromorphic data
Detection of precise spiking motifs using spike-time dependent weight and delay plasticity
The spiking response of a biological neuron depends on the precise timing of afferent spikes. This temporal aspect of the neuronal code …
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