Multilayered Feedforward Neural Networks (MFNNs) and Backpropagation Learning Algorithms

• Two-layered Neural Networks

• Example 4.1: XOR Neural Network

• Backpropagation (BP) Algorithms for MFNN

• Deriving BP Algorithm Using Variational Principle

• Momentum BP Algorithm

• A Summary of BP Learning Algorithm

• Some Issues in BP Learning Algorithm

• Concluding Remarks

• Problems

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