neural ode

• Explicit layers define the computations in one layer in terms of the previous layer. Moving across layers can be thought of as taking discrete time steps \(x_t = f(x_{t-1})\)
• Alternatively, we can think of the computation that the layers perform as evolving a state in continouous time. That is \(\frac{d x}{d t} = f(x)\)