Example: Using Backpropagation algorithm to
include any arithmetic circuit. Applying the backpropagation algorithm on these circuits amounts to repeated application of the chain rule. This general algorithm goes under many other names: automatic differentiation (AD) in the reverse mode (Griewank and Corliss, 1991), analyticdifferentiation, module-basedAD,autodiff, etc. Belowwedefineaforward ................
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