RNN展示准备

An Introduction to RNN and LSTM

• RNN
  • Why Are They Called RNNs
  • Features
  • Formulas
  • Application
  • Language Model
  • A Practice Example: RNN Used as Language Model
  • BPTT
  • Exploding/Vanishing Gradient
  • RNNs’s Limitation
  • Solutions
• Long Short-term Memory
  • RNNs’s Cell State
  • LSTMs’s Cell State
  • The Core Idea Behind LSTMs
  • Why LSTMs Can Solve Gradient Vanish in RNNs
  • GRU

RNN.pdf的详细解释