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ニューラルネットワークと深層学習

What this book is about

On the exercises and problems

ニューラルネットワークを用いた手書き文字認識

逆伝播の仕組み

ニューラルネットワークの学習の改善

ニューラルネットワークが任意の関数を表現できることの視覚的証明

ニューラルネットワークを訓練するのはなぜ難しいのか

深層学習

Appendix: 知性のある シンプルな アルゴリズムはあるか?

Acknowledgements

Frequently Asked Questions


Sponsors


Resources

著者と共にこの本を作り出してくださったサポーターの皆様に感謝いたします。

Anonymous Ivan Adanja Kartik Agaram
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Nelson Batalha Richard Baxter Maxim Baz
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Doron Yotam Benjamin Sichit Yu Zolmeister