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Adaptive Offset Subspace Self Organizing Map: An Application to Handwritten Digit Recognition

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Figure

Fig. 1. A module of the ASSOM realized as a neural network
Fig. 2. An insightful view of the basis vector updating rule of ASSOM
Fig. 4. The relationship between parameters of the 1-D linear manifold Ai, x′Ai(s),xˆAi(s) and ˜xAi(s)
Fig. 5. Result of learning two 1-D linear manifolds with the AOSSOM
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