Kompetitive Schichten
Identifizierung von Prototyp-Vektoren für Cluster von Beispielen mithilfe eines einfachen neuronalen Netzes
Funktionen
competlayer | Competitive layer |
view | Anzeigen eines flachen neuronalen Netzes |
train | Trainieren von flachen neuronalen Netzen |
trainru | Unsupervised random order weight/bias training |
learnk | Kohonen weight learning function |
learncon | Conscience bias learning function |
genFunction | Generate MATLAB function for simulating shallow neural network |
Themen
- Cluster with a Competitive Neural Network
The neurons in a competitive layer distribute themselves to recognize frequently presented input vectors.
- 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.