massOfai

Recurrent Neural Network (RNN)

Neural Networks

Neural network for sequential data with memory

What is Recurrent Neural Network (RNN)?

RNNs process sequences by maintaining internal state (memory). Each step considers current input and previous states.

Real-World Examples

  • •Text generation
  • •Language translation
  • •Speech recognition
  • •Time series prediction

When to Use This

For sequential data like text, time series, or audio

Related Terms

Learn more about concepts related to Recurrent Neural Network (RNN)

Long Short-Term Memory (LSTM)

Advanced RNN that remembers long-term dependencies

Gated Recurrent Unit (GRU)

Simplified alternative to LSTM

Natural Language Processing (NLP)

Teaching computers to understand and work with human language