Institute of Intelligent Power Electronics – IPE
Page 3
Perceptron
z First and simplest neural network model
– firstly proposed by Rosenblatt in 1958
– pattern classicification applications
»AND and OR classification
z Feature input vs Binary output
z Learning algorithm is based on Hebb
principle
z Perceptron cannot solve non-linearly
separable classification problems
– XOR problem