장단기메모리 LSTM

개요

long short-term memory (LSTM)

롱 숏텀 메모리, 장단기기억, 장단기메모리

• 순환형 신경망(RNN) 아키텍처
• 1997년, Sepp Hochreiter와 Jürgen Schmidhuber가 제안함

<img src='//media.licdn.com/mpr/mpr/AAEAAQAAAAAAAAufAAAAJDJiMjg0OWIwLTJhMzktNGExNS04M2RlLTlhMGQxMjVmZjhiMQ.png' style='width:600px'>

같이 보기

• 바닐라 RNN
• RNN
• 인공신경망
• 시계열
• 장기 강화(LTP)

참고

• https://en.wikipedia.org/wiki/Long_short-term_memory
• https://www.linkedin.com/pulse/deep-learning-sequences-rnn-lstm-manish-tripathi
• http://chris-chris.ai/2017/10/10/LSTM-LayerNorm-breakdown-eng/
• http://colah.github.io/posts/2015-08-Understanding-LSTMs/