Abstract: The choice of activation function—particularly non-linear ones—plays a vital role in enhancing the classification performance of deep neural networks. In recent years, a variety of ...

Therefore, it is not supported in DNNLinearCombined model. ' 'If you want to use this optimizer, please use either DNN or Linear ' 'model.') def _linear_learning_rate(num_linear_feature_columns): ...

Key Laboratory of Cluster Science of Ministry of Education, Beijing Key Laboratory of Photoelectronic/Electrophotonic Conversion Materials, School of Chemistry and ...

However, many key challenges must be addressed, for example the up-scaling of the photonic hardware and the reconfigurability of the neural networks. All-optically controlled activation function ...