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2.1 Background
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thesis
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1.3 Road Map
2. Artificial Neural Networks
Subsections
2.1 Background
2.2 Biological Neural Networks
2.3 Artificial Neural Networks
2.3.1 The McCulloch-Pitts Model of Neuron
2.3.2 The Perceptron
2.3.3 Artificial Neuron with Continuous Characteristics
2.3.4 Single-Layer Network
2.3.5 Multilayer Network
2.3.6 Learning Processes
2.4 Backpropagation Neural Networks
2.4.1 Linear Separability and the XOR Problem
2.4.2 Architecture of Backpropagation Networks
2.4.3 Backpropagation Processing Unit
2.4.4 Backpropagation Learning Algorithm
2.4.5 Local Minimum Problem
2.4.6 Generalization
Kiyoshi Kawaguchi
2000-06-17
