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MNIST
MNIST
 
 
article-overleaf
article-overleaf
 
 
article
article
 
 
attic
attic
 
 
.gitignore
.gitignore
 
 
LICENSE.txt
LICENSE.txt
 
 
README.txt
README.txt
 
 
dxdy-uniform-2d.py
dxdy-uniform-2d.py
 
 
eig-distributions-new.pdf
eig-distributions-new.pdf
 
 
eigenvalues-analysis.py
eigenvalues-analysis.py
 
 
experiment-1D-uniform.pdf
experiment-1D-uniform.pdf
 
 
experiment-1D-uniform.py
experiment-1D-uniform.py
 
 
experiment-2D-holes-activation-distortion.pdf
experiment-2D-holes-activation-distortion.pdf
 
 
experiment-2D-holes-analysis.pdf
experiment-2D-holes-analysis.pdf
 
 
experiment-2D-holes-analysis.py
experiment-2D-holes-analysis.py
 
 
experiment-2D-holes.pdf
experiment-2D-holes.pdf
 
 
experiment-2D-holes.py
experiment-2D-holes.py
 
 
experiment-2D-torus-analysis.pdf
experiment-2D-torus-analysis.pdf
 
 
experiment-2D-torus-analysis.py
experiment-2D-torus-analysis.py
 
 
experiment-2D-torus.pdf
experiment-2D-torus.pdf
 
 
experiment-2D-torus.py
experiment-2D-torus.py
 
 
experiment-2D-uniform-activation-distortion.pdf
experiment-2D-uniform-activation-distortion.pdf
 
 
experiment-2D-uniform.pdf
experiment-2D-uniform.pdf
 
 
experiment-2D-uniform.py
experiment-2D-uniform.py
 
 
experiment-3D-uniform-activation-distortion.pdf
experiment-3D-uniform-activation-distortion.pdf
 
 
experiment-3D-uniform-analysis.pdf
experiment-3D-uniform-analysis.pdf
 
 
experiment-3D-uniform-analysis.py
experiment-3D-uniform-analysis.py
 
 
experiment-3D-uniform-distortion-histogram.py
experiment-3D-uniform-distortion-histogram.py
 
 
experiment-3D-uniform.pdf
experiment-3D-uniform.pdf
 
 
experiment-3D-uniform.py
experiment-3D-uniform.py
 
 
experiment-Gaussians.pdf
experiment-Gaussians.pdf
 
 
experiment-Gaussians.py
experiment-Gaussians.py
 
 
experiment-MNIST-activation-distortion.pdf
experiment-MNIST-activation-distortion.pdf
 
 
experiment-MNIST-analysis.pdf
experiment-MNIST-analysis.pdf
 
 
experiment-MNIST-analysis.py
experiment-MNIST-analysis.py
 
 
experiment-MNIST.pdf
experiment-MNIST.pdf
 
 
experiment-MNIST.py
experiment-MNIST.py
 
 
experiment-reorganization.pdf
experiment-reorganization.pdf
 
 
experiment-reorganization.py
experiment-reorganization.py
 
 
figure-topology-influence.pdf
figure-topology-influence.pdf
 
 
figure-topology-influence.py
figure-topology-influence.py
 
 
measure-distortion-activation.py
measure-distortion-activation.py
 
 
measure-mnist-error.py
measure-mnist-error.py
 
 
mnist.py
mnist.py
 
 
mucha.png
mucha.png
 
 
persistence_diagram.py
persistence_diagram.py
 
 
plot.py
plot.py
 
 
plot_persistent_homology.py
plot_persistent_homology.py
 
 
som.py
som.py
 
 
spatial.py
spatial.py
 
 

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Code for the preprint "Randomized Self Organizing map" by Nicolas P. Rougier &
Georgios Is. Detorakis https://arxiv.org/abs/2011.09534.

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Randomize Self Organizing map

arxiv.org/abs/2011.09534

Topics

machine-learning topology neural-networks unsupervised-learning self-organization

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