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Rectified Linear Units (ReLU)
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Total time needed:
~30 minutes
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Learning Objectives
Understand the concept of rectified linear units
Potential Use Cases
Mathematical foundations for Deep Learning
Target Audience
BEGINNER
Deep Learning practitioners new to Mathematical foundations
Go through the following
annotated items
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ARTICLE
1. Rectified Linear Units (ReLU) in Deep Learning
What is ReLU?
Why It Works?
How ReLU captures Interactions and Non-Linearities?
15 minutes
BOOK_CHAPTER
2. Rectified Linear Units and Their Generalizations
What is a Rectified Linear Unit?
10 minutes
OTHER
3. ReLu(x)
How is ReLU function represented ?
10 minutes
ARTICLE
4. A Gentle Introduction to the Rectified Linear Unit (ReLU)
What is ReLU?
How to code ReLU activation function?
What's are the advantages or ReLU?
15 minutes
ARTICLE
5. Intuitive explanation of why ReLU works
Why ReLU works?
10 minutes
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