Long Short-Term Memory (LSTM): Concept

RNN structure
RNN Cell
LSTM Cell
Cell State
Cell State Equation
Forget Gate
Forget Gate Equation
Input Gate
Input Gate Equation
Input Modulation Gate Equation
Output Gate
Output Gate Equation
Hidden State
Hidden State Equation
Another View of LSTM Cell

--

--

--

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

Neural Networks Part I: One Neuron

Shakespeare Meets Google’s Flax

beautiful picture of a flax

Simple Implementation of Densely Connected Convolutional Networks in PyTorch.

Automating the deployment of ML models with Jenkins and Docker

PetriNets: Modelling Concurrent Systems

Artificial Intelligence in Mechanical Engineering

2: Monitoring ML-OPS Guide Series

Introduction to Libraries of NLP in Python — NLTK vs. spaCy

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Eugine Kang

Eugine Kang

More from Medium

Predicting GDP of Georgia using LSTM

What is K-fold Cross Validation?

Constrained Bayesian Optimization — extended Bayesian optimization and its application in…

GAN Hyperparameter Tuning with Keras Tuner