SpikeAI

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21 repositories

2022_polychronies-review
Public
Review on temporal spiking motifs in neurobiological and neuromorphic data
timing spike delays neurobiology spiking-neural-networks neuromorphic polychrony
Jupyter Notebook
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Other
•0•0•0•0•Updated Apr 24, 2024Apr 24, 2024
2024_time-to-contact-maps
Public
Time-to-contact map by joint estimation of up-to-scale inverse depth and global motion using a single event camera
C++
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Other
•1•0•0•0•Updated Mar 12, 2024Mar 12, 2024
snntorch
Public
Deep and online learning with spiking neural networks in Python
Python
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MIT License
•220•0•0•0•Updated Dec 6, 2023Dec 6, 2023
2023_GrimaldiPerrinet_HeterogeneousDelaySNN
Public
Learning heterogeneous delays in a layer of spiking neurons for fast motion detection - Grimaldi Perrinet (2023)
motion-detection delays spiking-neural-networks event-based-camera polychrony event-based-vision
Jupyter Notebook
•0•0•0•0•Updated Dec 4, 2023Dec 4, 2023
2023-12-31_la-camera-neuromorphique
Public
Un article de dissémination sur les caméras "neuromorphiques"
HTML
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Other
•1•0•0•0•Updated Dec 1, 2023Dec 1, 2023
2022-09_UltraFastCat
Public
Ultrafast image categorization in biology and neural models
vision psychophysics convolutional-neural-networks categorization primary-visual-cortex
Jupyter Notebook
•0•1•0•0•Updated May 31, 2023May 31, 2023
2022-11_brainhack_DetecSpikMotifs
Public
2022-11_brainhack_DetecSpikMotifs: Automatic detection of spiking motifs in neurobiological data. This project aims to develop a method for the automated detection of repeating spiking motifs, possibly noisy, in ongoing activity.
machine-learning neural-network information-theory bayesian-inference brainhack statistical-modeling brainhack-marseille institut-neurosciences-timone deep-learning
Jupyter Notebook
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GNU General Public License v3.0
•1•3•8•0•Updated Feb 23, 2023Feb 23, 2023
VisualLatencies
Public
HTML
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Other
•0•0•0•0•Updated Jan 12, 2023Jan 12, 2023
SpikeAI.github.io
Public
source for the SpikeAI.github.io pages
HTML
•0•0•0•0•Updated Jul 26, 2022Jul 26, 2022
2019-10-10_ML-tutorial
Public
A tutorial introducing Deep Learning for vision science
Jupyter Notebook
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GNU General Public License v3.0
•1•3•0•0•Updated Jan 3, 2022Jan 3, 2022
2020_pytorch-msssim_obsolete
Public
PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss
Python
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Other
•368•0•0•1•Updated Nov 17, 2021Nov 17, 2021
HULK
Public
Homeostatic, Unsupervised Learning of Kernels
Jupyter Notebook
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GNU General Public License v3.0
•0•0•1•0•Updated Nov 9, 2021Nov 9, 2021
HOTS
Public
Python implementation of HOTS: Hierarchy Of event-based Time-Surface for pattern recognition
Jupyter Notebook
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GNU General Public License v3.0
•3•4•0•0•Updated Nov 4, 2021Nov 4, 2021
tonic
Public
event data sets and transformations
Python
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GNU General Public License v3.0
•47•0•0•0•Updated Aug 13, 2021Aug 13, 2021
2020-12_brainhack_Project7
Public
Optimized Pipeline for the modelling of Spiking Neural Networks (SNNs)
Jupyter Notebook
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GNU Affero General Public License v3.0
•0•2•6•0•Updated Jun 8, 2021Jun 8, 2021
PyNN
Public
A Python package for simulator-independent specification of neuronal network models.
Python
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Other
•126•0•0•0•Updated Dec 10, 2020Dec 10, 2020
2019-07-15_CNS
Public
HTML
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GNU General Public License v3.0
•1•0•0•0•Updated Nov 18, 2019Nov 18, 2019
retinawarp
Public
Tensorflow implementation of fisheye transformation, mimicking the spatial sampling properties in the primate retina
Jupyter Notebook
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MIT License
•7•0•0•0•Updated Oct 7, 2019Oct 7, 2019
2019-03-25_HDR_RobinBaures
Public
Efficient coding and neural data
HTML
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GNU General Public License v3.0
•1•0•0•0•Updated Mar 22, 2019Mar 22, 2019
sciblog
Public archive
0•0•0•0•Updated Jan 16, 2019Jan 16, 2019
reproducing-polychronization
Public
Python
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MIT License
•5•0•0•0•Updated Jun 12, 2018Jun 12, 2018