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This chapter contains sections titled: Connectionism—The Basic Ideas, Modeling a Neuron, Computation with Formal Neurons, An Exclusive-Or Network, Feedback and Word Recognition, Representation, Virtues of Artificial Neural Networks, Learning by Artificial Neural Networks, Notes