An Adaptive Slope Sigmoidal Function Cascading Neural Networks Algorithm

@article{Sharma2010AnAS,
  title={An Adaptive Slope Sigmoidal Function Cascading Neural Networks Algorithm},
  author={Sudhir Kumar Sharma and Pravin Chandra},
  journal={2010 3rd International Conference on Emerging Trends in Engineering and Technology},
  year={2010},
  pages={531-536}
}
Cascade 2 algorithm is a variant of Cascade-Correlation algorithm that is a well-known and widely used constructive neural networks algorithm. We propose an adaptive slope sigmoidal function cascading neural networks algorithm (ASCNNA) in this paper. The proposed algorithm emphasizes on architectural adaptation and functional adaptation during training. This algorithm is a constructive approach of building cascading architecture and uses gradient descent method in sequential mode as the weight… CONTINUE READING
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