Next-generation neural computations
Next-generation neural computations
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Neuromorphic Hardware
NeuroAI: interactions multiples entre Neurosciences et Intelligence artificielle
présentation de 15:50:00 à 16:20:00
Laurent U Perrinet
2024-11-18
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A Robust Event-Driven Approach to Always-on Object Recognition
We propose a neuromimetic architecture able to perform always-on pattern recognition. To achieve this, we extended an existing …
Antoine Grimaldi
,
Victor Boutin
,
Sio-Hoi Ieng
,
Ryad Benosman
,
Laurent U Perrinet
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Robots aériens agiles bio-mimetiques pour le vol en conditions réelles: Enjeux pour l'IA embarqué
Laurent U Perrinet
2024-09-09
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Time-to-Contact Map by Joint Estimation of Up-to-Scale Inverse Depth and Global Motion using a Single Event Camera
Event cameras asynchronously report brightness changes with a temporal resolution in the order of microseconds, which makes them …
Urbano Miguel Nunes
,
Laurent U Perrinet
,
Sio-Hoi Ieng
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Learning heterogeneous delays in a layer of spiking neurons for fast motion detection
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this paper is a follow-up of
Antoine Grimaldi
,
Camille Besnainou
,
Hugo Ladret
,
Laurent U Perrinet
(2022).
Learning heterogeneous delays of spiking neurons for motion detection
.
Proceedings of ICIP 2022
.
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DOI
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Antoine Grimaldi
,
Laurent U Perrinet
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Stakes of Neuromorphic Foveation: a promising future for embedded event cameras
Amélie Gruel
,
Dalia Hareb
,
Antoine Grimaldi
,
Jean Martinet
,
Laurent U Perrinet
,
Bernabé Linares-Barranco
,
Teresa Serrano-Gotarredona
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Preprint
Learning heterogeneous delays of spiking neurons for motion detection
The response of a biological neuron depends largely on the precise timing of presynaptic spikes that reach the basal dendritic tree. …
Antoine Grimaldi
,
Camille Besnainou
,
Hugo Ladret
,
Laurent U Perrinet
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DOI
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Learning heterogeneous delays of spiking neurons for motion detection
for a follow-up, check out
Antoine Grimaldi
,
Camille Besnainou
,
Hugo Ladret
,
Laurent U Perrinet
(2022).
Learning heterogeneous delays of spiking neurons for motion detection
.
Proceedings of ICIP 2022
.
PDF
Cite
DOI
Venue
URL
Antoine Grimaldi
,
Laurent U Perrinet
PDF
Cite
URL
Decoding spiking motifs using neurons with heterogeneous delays
The response of a biological neuron depends largely on the precise timing of presynaptic spikes that reach the basal dendritic tree. …
Antoine Grimaldi
,
Camille Besnainou
,
Hugo Ladret
,
Laurent U Perrinet
PDF
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Venue
Learning heterogeneous delays of Spiking Neurons for motion detection
for a follow-up, check out
Learning heterogeneous delays of spiking neurons for motion detection
The response of a biological neuron depends largely on the precise timing of presynaptic spikes that reach the basal dendritic tree. …
Antoine Grimaldi
,
Camille Besnainou
,
Hugo Ladret
,
Laurent U Perrinet
PDF
Cite
DOI
Venue
URL
Antoine Grimaldi
,
Laurent U Perrinet
Last updated on 2022-05-20
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Contributions of neuroscience to the detection and localization of objects in visual inputs
for visual search see:
A dual foveal-peripheral visual processing model implements efficient saccade selection
In computer vision, the visual search task consists in extracting a scarce and specific visual information (the target) from a large …
Emmanuel Daucé
,
Pierre Albigès
,
Laurent U Perrinet
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bioRxiv
for retinotopy, see:
Retinotopic mapping improves the reliability of image classification
Follows a previous work
A dual foveal-peripheral visual processing model implements efficient saccade selection
In computer vision, the visual search task consists in extracting a scarce and specific visual information (the target) from a large …
Emmanuel Daucé
,
Pierre Albigès
,
Laurent U Perrinet
Cite
DOI
Pdf
Code
URL
bioRxiv
for a follow-up, check out
Ultra-rapid visual search in natural images using active deep learning
Emmanuel Daucé
,
Laurent U Perrinet
Last updated on 2022-06-16
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location
Polychrony detection using heterogeneous delays
Follow this future presentations
Learning heterogeneous delays of Spiking Neurons for motion detection
for a follow-up, check out
Learning heterogeneous delays of spiking neurons for motion detection
The response of a biological neuron depends largely on the precise timing of presynaptic spikes that reach the basal dendritic tree. …
Antoine Grimaldi
,
Camille Besnainou
,
Hugo Ladret
,
Laurent U Perrinet
PDF
Cite
DOI
Venue
URL
Antoine Grimaldi
,
Laurent U Perrinet
Last updated on 2022-05-20
PDF
Cite
URL
followed-up as a poster:
Decoding spiking motifs using neurons with heterogeneous delays
The response of a biological neuron depends largely on the precise timing of presynaptic spikes that reach the basal dendritic tree. …
Antoine Grimaldi
,
Camille Besnainou
,
Hugo Ladret
,
Laurent U Perrinet
PDF
Cite
Slides
Venue
for event-based motion detection, see:
Learning heterogeneous delays of spiking neurons for motion detection
The response of a biological neuron depends largely on the precise timing of presynaptic spikes that reach the basal dendritic tree. …
Antoine Grimaldi
,
Camille Besnainou
,
Hugo Ladret
,
Laurent U Perrinet
PDF
Cite
DOI
Venue
URL
Antoine Grimaldi
,
Laurent U Perrinet
2022-05-19
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From event-based computations to a bio-plausible Spiking Neural Network
We propose a neuromimetic online classifier for always-on digit recognition. To achieve this, we extend an existing event-based …
Antoine Grimaldi
,
Victor Boutin
,
Sio-Hoi Ieng
,
Ryad Benosman
,
Laurent U Perrinet
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A homeostatic gain control mechanism to improve event-driven object recognition
We propose a neuromimetic architecture able to perform pattern recognition. To achieve this, we extended the existing event-based …
Antoine Grimaldi
,
Victor Boutin
,
Sio-Hoi Ieng
,
Laurent U Perrinet
,
Ryad Benosman
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A robust bio-inspired approach to event-driven object recognition
We propose a neuromimetic architecture able to perform online pattern recognition. To achieve this, we extended the existing …
Antoine Grimaldi
,
Victor Boutin
,
Sio-Hoi Ieng
,
Laurent U Perrinet
,
Ryad Benosman
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