Complexity of linear regions in deep networks

Keyphrases

• Deep Network 100%
• Linear Region 100%
• Neural Network 40%
• Neuron number 40%
• Mathematical Framework 20%
• Piecewise Linear 20%
• Complex Function 20%
• Linear Network 20%
• Region Growing 20%
• Average Distance 20%
• Piecewise Linear Function 20%
• Regional Boundary 20%
• Natural Measure 20%
• Linear Measures 20%
• ReLU Activation Function 20%
• Near Region 20%

Mathematics

• Neural Network 100%
• Piecewise Linear 100%
• Linear Function 50%
• Dimensional Subspace 50%
• Total Number 50%
• Complex Variable Function 50%
• Upper Exponential Bound 50%

Computer Science

• Neural Network 100%
• piecewise linear 100%
• Dimensional Subspace 50%
• Complex Function 50%
• Boundary Region 50%
• Linear Function 50%