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Information Geometry of Evolution of Neural Network Parameters While Training

Information Geometry of Evolution of Neural Network Parameters While Training

Artificial neural networks (ANNs) are powerful tools capable of approximating any arbitrary mathematical function, but their interpretability remains limited, rendering them as black box models. To address this issue, numerous methods have been proposed to enhance the explainability and interpretability of ANNs. In this study, we introduce the application of …