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Titlebook: Evolutionary Deep Neural Architecture Search: Fundamentals, Methods, and Recent Advances; Yanan Sun,Gary G. Yen,Mengjie Zhang Book 2023 Th

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https://doi.org/10.1007/978-1-4020-4755-8ompatible with those of state-of-the-art CNNs. The amount of convolutional and pooling layers in the stacked CNN is the same because each CAE contains a pooling layer and a convolutional layer in the encoder. State-of-the-art CNNs, on the other hand, have different amounts of convolutional and pooli
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Studies in Systems, Decision and Controlh great performance and using limited CPU resources. In this chapter, a novel GA-based method to automatically design CNN architectures named AE-CNN will be introduced with the following highlights. Firstly, the use of AE-CNN has no pre-conditions on any prior knowledge of basic CNN design, examined
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