Browsing School of Computer Science and Statistics by Author "Zheng, Huicheng"
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Adaptive Offset Subspace Self-Organizing Map: An Application to Handwritten Digit Recognition
Zheng, Huicheng; Cunningham, Padraig; Tsymbal, Alexey (Trinity College Dublin, Department of Computer Science, 2006-06-23)An Adaptive-Subspace Self-Organizing Map (ASSOM) can learn a set of ordered linear subspaces which correspond to invariant classes. However the basic ASSOMcannot properly learn linear manifolds that are shifted away ...