Aprovis-3-D

“Ultra-fast vision using Spiking Neural Networks” (PhD position, 2020-09 / 2024-03) APROVIS3D grant (ANR-19-CHR3-0008-03) …

We propose a neuromimetic architecture able to perform always-on pattern recognition. To achieve this, we extended an existing …

“Design of bio-inspired spiking neural networks (spiking neurons) for event-based stereovision” (PhD position, 2020-09 / …

read the paper online (paywall) or read the reprint as PDF full code with an extensive notebook join the Zotero group to add and …

Humans are able to robustly categorize images and can, for instance, detect the presence of an animal in a briefly flashed image in as …

The response of a biological neuron depends largely on the precise timing of presynaptic spikes that reach the basal dendritic tree. …

Why do neurons communicate through spikes? By definition, spikes are all-or-none neural events which occur at continuous times. In …

The response of a biological neuron depends largely on the precise timing of presynaptic spikes that reach the basal dendritic tree. …

The spiking response of a biological neuron depends on the precise timing of afferent spikes. This temporal aspect of the neuronal code …

for a follow-up, check out Antoine Grimaldi, Camille Besnainou, Hugo Ladret, Laurent U Perrinet (2022). Learning heterogeneous delays …

On a daily basis, the primary visual cortex (V1) detects oriented elements from sensory inputs made of orientation distributions. To …

The response of a biological neuron depends largely on the precise timing of presynaptic spikes that reach the basal dendritic tree. …

Visual search, that is, the simultaneous localization and detection of a visual target of interest, is a vital task. Applied to the …

for a follow-up, check out Learning heterogeneous delays of spiking neurons for motion detection Antoine Grimaldi, Camille Besnainou, …

Follows a previous work A dual foveal-peripheral visual processing model implements efficient saccade selection Emmanuel Daucé, Pierre …

for visual search see: A dual foveal-peripheral visual processing model implements efficient saccade selection Emmanuel Daucé, Pierre …

Follow this future presentations Learning heterogeneous delays of Spiking Neurons for motion detection PDF Cite URL followed-up as a …

This poster is presented in the following paper (published in Nature Comm Biology): Hugo Ladret, Nelson Cortes, Lamyae Ikan, Frédéric …

see a follow-up in: Jean-Nicolas Jérémie, Laurent U Perrinet (2023). Ultra-Fast Image Categorization in biology and in neural models. …

We propose a neuromimetic online classifier for always-on digit recognition. To achieve this, we extend an existing event-based …

We propose a neuromimetic architecture able to perform pattern recognition. To achieve this, we extended the existing event-based …

We propose a neuromimetic architecture able to perform online pattern recognition. To achieve this, we extended the existing …

a follow-up of: Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet (2020). A dual foveal-peripheral visual processing model implements …

Building models which efficiently process images is a great source of inspiration to better understand the processes which underly our …

Visual search is an essential cognitive ability, offering a prototypical control problem to be addressed with Active Inference. Under a …

In computer vision, the visual search task consists in extracting a scarce and specific visual information (the target) from a large …