A New Modular Neural Network

  The aim of the project was to develop a parallel and fault tolerant modular network architecture. The focus on parallelism and fault tolerance was motivated by the structure of the human nervous system.

In this chapter the evolution of the model is shown; then the proposed network together with a training algorithm is described.

In the last part of this chapter some aspects of the proposed model are analysed and discussed.

 
• The Evolution of the Model
• The Network Architecture
• Training the System
• Calculation of the Output
• Analysis of the New Model
  • A Fast Network
  • Learning Problems
  • On Generalization