RBFN — Radial Basis Function Network

Fact

A feedforward neural network with radial basis functions in its hidden layer.

In Plain Words

RBFN is like a room full of tiny Wi‑Fi routers. Near one, you get five bars. Far away, the signal gives up.

It helps sort small data into groups. It also predicts numbers and fits curves. It trains fast, but too many features make it stumble.

Related Concepts

• Neural Network
• Kernel Method
• Supervised Learning
• Multilayer Perceptron

Neural-network
RBFN is a feedforward neural network with radial basis functions in its hidden layer.

Kernel Method
RBFN uses the idea that closer points are more alike.

Supervised Learning
RBFN often learns classes or numbers from labeled examples.

MLP
RBFN and MLP both feed signals forward, but RBFN fires by distance.