Titlebook: Applied Deep Learning with TensorFlow 2; Learn to Implement A Umberto Michelucci Book 2022Latest edition Umberto Michelucci 2022 Deep Learn

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Analgesia During Surgery (Medications)In this chapter we will look at how to check the generalisation properties of trained neural networks. We will look especially at how to recognise overfitting and problems with data coming from different distributions.

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Brain-Imaging

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Advanced Optimizers,ked at the gradient descent optimizer and its variations (mini-batch and stochastic). In this chapter, we look at more advanced and efficient optimizers. We look in particular at ., . and .. We cover the mathematics behind them and then explain how to implement and use them in Keras.

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https://doi.org/10.1007/978-3-319-66188-9ral networks comes into light when several (thousands, even millions) neurons interact with each other to solve a specific problem. The network architecture (how neurons are connected to each other, how they behave, and so on) plays a crucial role in how efficient the learning of a network is, how g