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bibliography.bib
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@book{nielsen15,
title={Neural Networks and Deep Learning},
author={Michael A. Nielsen},
publisher={Determination Press},
date={2015}
}
@article{russell2002artificial,
title={Artificial intelligence: a modern approach},
author={Russell, Stuart and Norvig, Peter},
year={2002}
}
@book{geron2019hands,
title={Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems},
author={G{\'e}ron, Aur{\'e}lien},
year={2019},
publisher={O'Reilly Media}
}
@book{burkov2019hundred,
title={The hundred-page machine learning book},
author={Burkov, Andriy},
year={2019},
publisher={Andriy Burkov Quebec City, Can.}
}
@article{xiao2017fashion,
title={Fashion-mnist: a novel image dataset for benchmarking machine learning algorithms},
author={Xiao, Han and Rasul, Kashif and Vollgraf, Roland},
journal={arXiv preprint arXiv:1708.07747},
year={2017}
}
@article{rumelhart1986learning,
title={Learning representations by back-propagating errors},
author={Rumelhart, David E and Hinton, Geoffrey E and Williams, Ronald J},
journal={nature},
volume={323},
number={6088},
pages={533--536},
year={1986},
publisher={Nature Publishing Group}
}
@article{lecun1998gradient,
title={Gradient-based learning applied to document recognition},
author={LeCun, Yann and Bottou, L{\'e}on and Bengio, Yoshua and Haffner, Patrick},
journal={Proceedings of the IEEE},
volume={86},
number={11},
pages={2278--2324},
year={1998},
publisher={Ieee}
}
@article{cauchy1847methode,
title={M{\'e}thode g{\'e}n{\'e}rale pour la r{\'e}solution des systemes d’{\'e}quations simultan{\'e}es},
author={Cauchy, Augustin},
journal={Comp. Rend. Sci. Paris},
volume={25},
number={1847},
pages={536--538},
year={1847}
}
@online{stanford19,
title={CS231n: Convolutional Neural Networks for Visual Recognition},
author={Fei-Fei Li},
url={https://cs231n.github.io/optimization-2/},
urldate={2020-05-04}
}
@online{colah15,
title={Calculus on computational graphs: Backpropagation},
author={Christopher Olah},
url={https://colah.github.io/posts/2015-08-Backprop/},
urldate={2020-05-26}
}