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Evolutionary single hidden-layer feed forward networks
International Journal of Innovative Computing and Applications, 2014We propose an evolutionary method for optimising both the architecture and the synaptic weights of single hidden-layer feed forward neural networks. Based on evolutionary strategies, this method uses new genetic operators of mutation and recombination in order to evolve a population of candidate solutions in the form of neural networks with different ...
Youssef Safi, Abdelaziz Bouroumi
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Neural Networks with Marginalized Corrupted Hidden Layer
2015Overfitting is an important problem in neural networks (NNs) training. When the number of samples in the training set is limited, explicitly extending the training set with artificially generated samples is an effective solution. However, this method has the problem of high computational costs.
Yanjun Li, Xin Xin, Ping Guo
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Hidden Layer: A Privacy Literacy Heptathlon
2023Sarah Hartman-Caverly +1 more
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Breaking barriers for those with hidden disabilities
Nature Reviews Earth & Environment, 2022ISABEL CARRERA ZAMANILLO
exaly
Journal of the American College of Cardiology
Zhangxin Wen, Sihan Duan, Hong Liu
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Zhangxin Wen, Sihan Duan, Hong Liu
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