15 citations · 17 across the 2 of their papers we have counts for
3 papers
Detection of spiking motifs of arbitrary length in neural activity using bounded synaptic delays
Thomas Kronland-Martinet, Stéphane Viollet, Laurent U Perrinet
In the context of spiking neural networks, the temporal coding hypothesis is increasingly preferred over the rate coding hypothesis due to its advantages in processing speed and en…
A Predictive Approach To Enhance Time-Series Forecasting
Skye Gunasekaran, Assel Kembay, Hugo Ladret +4
Accurate time-series forecasting is crucial in various scientific and industrial domains, yet deep learning models often struggle to capture long-term dependencies and adapt to dat…
Foveated Retinotopy Improves Classification and Localization in Convolutional Neural Networks
Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet
From falcons spotting preys to humans recognizing faces, rapid visual abilities depend on a foveated retinal organization which delivers high-acuity central vision while preserving…