「Deep Learning基礎講座 Autumn」は、今年で11年目を迎える松尾・岩澤研究室主催の公開講座。 多層パーセプトロン・ニューラルネットワーク基礎の解説からはじまり、自然言語処理や深層生成モデルに至るまで、徐々にDeep Learningの核心的技術や最新トピックが学べる実践的な内容を提供する。

Learn how to build a fully connected, feedforward deep neural network from scratch in Python! This tutorial covers the theory ...

Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind ...

The recently published book Understanding Deep Learning by [Simon J. D. Prince] is notable not only for focusing primarily on the concepts behind Deep Learning — which should make it highly accessible ...

AJAS (ISSN 0705-7113) is the official journal of the Australian and New Zealand American Studies Association. It is an international journal published twice a year, in July and December, by the ...