.. image:: pystat.png
    :height: 20
    :alt: Statistique
    :target: http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx/td_2a_notions.html#pour-un-profil-plutot-data-scientist

.. _l-ml2a-snn:

Spiking Neural Network (SNN)
++++++++++++++++++++++++++++

Les réseaux de neurones *spiking* ajoutent un nouveau
degré de liberté qui est celui de propager le signal
ou non.

*Lectures*

* `Spiking neural networks, an introduction <http://www.ai.jonad.eu/materialy/download/sieci_neuronowe/2003-008.pdf>`_
* `A Minimal Spiking Neural Network to Rapidly Train and Classify Handwritten Digits in Binary and 10-Digit Tasks <https://thesai.org/Downloads/IJARAI/Volume4No7/Paper_1-A_Minimal_Spiking_Neural_Network_to_Rapidly_Train.pdf>`_
* `Training Deep Spiking Neural Networks Using Backpropagation <https://www.frontiersin.org/articles/10.3389/fnins.2016.00508/full>`_
* `Spiking Neural Networks: Principles and Challenges <https://homepages.cwi.nl/~sbohte/publication/es2014-13Gruning.pdf>`_
* `Python Tutorial: How to Write a Spiking Neural Network Simulation From Scratch <http://www.mjrlab.org/2014/05/08/tutorial-how-to-write-a-spiking-neural-network-simulation-from-scratch-in-python/>`_

*Modules*

* `SNN toolbox <http://snntoolbox.readthedocs.io/en/latest/guide/intro.html>`_

*Github*

* `Spiking-Neural-Network <https://github.com/Shikhargupta/Spiking-Neural-Network>`_