The famous XOR problem and the limitations of single-layer networks. Linear discriminants and decision boundaries. 3. Multi-Layer Perceptrons (MLP) and Backpropagation Deep dive into the generalized delta rule.
Introduces broader computational intelligence topics: Fuzzy Systems, Evolutionary Algorithms, Hybrid Soft Computing, and research frontiers like Spiking and Quantum Neural Networks. neural networks a classroom approach by satish kumarpdf best