Browsing Theses and Dissertations(library) by Author "Lakshmi Narasimha, Pramod"
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Sequences Of Near-optimal Feedforward Neural Networks
Lakshmi Narasimha, Pramod (Electrical Engineering, 2007-09-17)In order to facilitate complexity optimization in feedforward networks, several integrated growing and pruning algorithms are developed. First, a growing scheme is reviewed which iteratively adds new hidden units to ...