Multilayer perceptron

lastmod 2024-05-08created 2015-11-033 edits

A Multilayer perceptron is a neural network with one or more intermediate layers between the input layer and the output layer. A Feedforward neural network (FNN) is sometimes also called by this name.

It may be somewhat confusing, but for historical reasons a Network made up of Sigmoid neurons is called a Multilayer percetpron or MLP.

PyTorch implementation and optimization

• (PyTorch) Improving an MLP model
• Implementing a Multi-Layer Perceptron with Pytorch

See also

• perceptron

Favorite site

• Wikipedia (en) Description of Multilayer perceptron
• [Recommended] Neural Network Theory and Applications (1): Kim Dae-su, Hi-Tech Information, 1992, Page 91~142 Multilayer Perceptron
• Multilayer Perceptron
• Machine learning - Multi-layer Perceptron
• 3.8. Multilayer Perceptron — Dive into Deep Learning documentation
• MLP neural network (Multi-Layer Perceptron)
• 07-11 Text classification with a MultiLayer Perceptron (MLP) - Introduction to natural language processing with deep learning