Although it is imaginable to extend an artificial neural network with additional systems that enable artificial feelings, what would be the purpose? An artificial neural network with feelings would not be able to serve humans better. Remember, the main purpose of an artificial neural network is to provide humans with information, sourced from the combined effort of lots of humans. If you want a neural network with feelings, just get a gold fish, or a dog as some would say.
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