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The Neural Echo: A Signal Processing Perspective for Understanding Neural Networks

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We introduce the neural echo as a tool for understanding the behavior of neural networks. It generalizes the model-based concepts of impulse responses, diffusion echoes, and filter echoes to learning-based methods.

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