Neural Networks From Scratch - Lec 11 - Maxout Activation Function

Описание

Building Neural Networks from scratch in python.
This is the eleventh video of the course - "Neural Networks From Scratch". This video covers the Maxout activation function and it's importance. We discuss the advantages of using Maxout activation function and its drawbacks. We also saw the python implementation.

Course Playlist:
https://www.youtube.com/playlist?list=PL1u-h-YIOL0u7R6dg_d5O5M9HUj0SFjHE

Maxout Activation Function:
https://paperswithcode.com/method/maxout

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Chapter:
0:00 Introduction
0:30 Maxout Activation function
0:45 Illustration with example
1:15 Deep dive
3:20 Notation
4:20 Weights and Biases for Maxout
5:52 Python Implementation
6:38 Advantages
7:11 Drawbacks
8:02 Conclusion


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