Competitive Layers

Identify prototype vectors for clusters of examples using a simple neural network

Functions

competlayerCompetitive layer
viewView neural network
trainTrain shallow neural network
trainruUnsupervised random order weight/bias training
learnkKohonen weight learning function
learnconConscience bias learning function
genFunctionGenerate MATLAB function for simulating shallow neural network

Topics

Cluster with a Competitive Neural Network

Deploy Shallow Neural Network Functions

Simulate and deploy trained shallow neural networks using MATLAB® tools.

Deploy Training of Shallow Neural Networks

Learn how to deploy training of shallow neural networks.

Competitive Learning

Neurons in a competitive layer learn to represent different regions of the input space where input vectors occur.