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The parameterless self-organizing map algorithm
Clinical Orthopaedics and Related Research, no. 2 (2007): 305-316
EI WOS
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The Parameter-Less Self-Organizing Map (PLSOM) is a new neural network algorithm based on the Self-Organizing Map (SOM). It eliminates the need for a learning rate and annealing schemes for learning rate and neighbourhood size. We discuss the relative performance of the PLSOM and the SOM and demonstrate some tasks in which the SOM fails b...更多
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