A neural network has the ability to reorganize the model and adapt itself to a changing environment where the structure is static and the parameters learning is dynamic, while an evolving intelligent system has the ability to reorganize the model and adapt itself to a changing environment where both the structure and parameters learning are dynamic and are performed simultaneously.

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Stability Analysis of Neural Networks and Evolving Intelligent Systems

  • Jose de Jesus Rubio

摘要

A neural network has the ability to reorganize the model and adapt itself to a changing environment where the structure is static and the parameters learning is dynamic, while an evolving intelligent system has the ability to reorganize the model and adapt itself to a changing environment where both the structure and parameters learning are dynamic and are performed simultaneously.