Rectified Linear Units (ReLU)
Contributors
- Objectives
- Understand the concept of rectified linear units
- Potential Use Cases
- Mathematical foundations for Deep Learning
- Who is This For ?
- BEGINNERDeep Learning practitioners new to Mathematical foundations
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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
Concepts Covered
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