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Math in Machine Learning is abstract. I’ll provide physical context, which hope will broaden your intuition with common sence
Recurrent networks
Picard iteration
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers
Unfortunately, paper is underated
\[x_{i+1} = x_i + \int_{t_0}^t f(x) dx\]