Browsing Articles authored by UoM staff by Subject "Neural networks"

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Cloud basis function neural network:Amodified RBF network architecture for holistic facial expression recognition

De Silva, CR; Ranganath, S; De Silva, LC [Article-Abstract]

The paper presents novel modifications to radial basis functions (RBFs) and a neural network based classifier for holistic recognition of the six universal facial expressions from static images. The new basis functions, ...
Neural network-based optimal adaptive tracking using genetic algorithms

Kumarawadu, S; Watanabe, K; Kazuo, K; Izumi, K [Article-Abstract]

This paper presents the use of neural networks (NNs) and genetic algorithms (GAs) to enhance the output tracking performance of partly known robotic systems. Two of the most potential approaches of adaptive control, ...

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