Chaos and Neural Network Learning. Some Observations

@article{Bertels1998ChaosAN,
  title={Chaos and Neural Network Learning. Some Observations},
  author={Koen Bertels and Luc Neuberg and Stamatis Vassiliadis and Gerald G. Pechanek},
  journal={Neural Processing Letters},
  year={1998},
  volume={7},
  pages={69-80}
}
In this paper, we investigate the impact of chaos on the learning process of the XOR-boolean function by backpropagation neural networks. It has been shown previously that such networks exhibit chaotic behavior but it has never been studied whether chaos enhances or prohibits learning. We show that chaos (when learning the XOR-boolean function) does indeed… CONTINUE READING