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Layered-CasPer: Layered Cascade Artificial Neural Networks

Shen, Tengfei; Zhu, Dingyun

Description

Previous research has demonstrated that constructive algorithms are powerful methods for training feedforward neural networks. The CasPer algorithm is a constructive neural network algorithm that generates networks from a simple architecture and then expands it. The A-CasPer algorithm is a modified version of the CasPer algorithm which uses a candidate pool instead of a single neuron being trained. This research adds an extension to the A-CasPer algorithm in terms of the network architecture -...[Show more]

CollectionsANU Research Publications
Date published: 2012
Type: Conference paper
URI: http://hdl.handle.net/1885/68933
Source: Proceedings of the International Joint Conference on Neural Networks 2012
DOI: 10.1109/IJCNN.2012.6252799

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