A RECENT SURVEY OF NEURAL NETWORK ARCHITECTURE DESIGN

Designing neural network architecture is an interesting and tough task,this paper reviews recent researches in this area.First we analysis four criteria while designing neural network topology:minimizing the function approximation error,complexity,generalization and fault tolerance.After that,we give a detailed discussion of three designing methods,namely constructive algorithms,destructive algorithms and evolutionary algorithms.Finally suggestions for further research are presented.