Definition
Deep Learning
Field: Machine Learning
A class of machine learning methods based on artificial neural networks with representation learning.
Sequence of Expressions
Definition
Convolutional Layers
Theorem
Backpropagation Algorithm
Theorem
Gradient Descent
Theorem
Chain Rule
Theorem
Cross-Entropy Loss
Theorem
Vanishing Gradient Problem
Principle
Overparameterization
Principle