Introduction to Artificial Neural Networks and Convolutional Neural Networks

Sep 19, 2017 · Nangang District, Taiwan

Essentially, we would look at

[*] Artificial Neurons and the Generalizations of Binary Output of 0s and 1s to Outputs of Real Numbers

[*] Generic Structures of Artificial Neural Networks

[*] Some Activation Functions and Their Derivatives

[*] Some Popular Layers in Artificial Neural Networks

[*] Some Popular Optimizers for Training Neural Networks

[*] Some Methods for Avoiding Overfitting

[*] Convolutional Neural Networks (and the Layers therein)

Please, bring your computer with you if you intend to practice in real-time. See you soon.

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