Hierarchical Representation Using NMF

@inproceedings{Song2013HierarchicalRU,
  title={Hierarchical Representation Using NMF},
  author={Hyun Ah Song and Soo-Young Lee},
  booktitle={ICONIP},
  year={2013}
}
In this paper, we propose a representation model that demonstrates hierarchical feature learning using nsNMF. We stack simple unit algorithm into several layers to take step-by-step approach in learning. By utilizing NMF as unit algorithm, our proposed network provides intuitive understanding of the feature development process. It is able to represent the… CONTINUE READING

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