Interactive initialization of the multilayer perceptron

A new multilayer preceptor initialization method is proposed and compared experimentally with a traditional random initialization method. An operator maps training-set vectors into a two-variate space, inspects bi-variate training-set vectors and controls the complexity of the decision boundary. Simulations with sixteen real-world pattern classi

• Type: Journal
• Year: 2000
• Where: PRL
• Authors: Aistis Raudys
• Keywords: Initialization Method, Preceptor Initialization Method, PRL 2000, Training-set Vectors