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Neural networks

All Equations of the forward and backward pass of a neural network with two hidden layers

Graph​

Neural Network Graph

Activation Functions​

Sigmoid​

Neural Network Sigmoid activation

Tangens hyperbolicus​

Neural Network tanh activation

Forward pass​

Neural Network Forward Pass

Backward pass​

Neural Network Backward Pass

Parameter update​

Neural Network Parameter Update