A neural network is a method in artificial intelligence that teaches computers to process data in a way inspired by the human brain. It uses interconnected nodes or neurons in a layered structure that resembles the human brain. Artificial neurons are arranged into layers to form neural networks, which are used for various tasks such as pattern recognition, classification, regression, and more. These neurons form solid connections by altering numerical weights and biases throughout training sessions. Despite the advancements of these neural networks, they have a limitation. They are made up of a large number of neurons of similar types.
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