Artificial Intelligence (AI) is powered by neural networks, computational models inspired by the human brain. Neural networks consist of three main types of layers: the input layer, hidden layers, and the output layer. Each connection between nodes in different layers has a weight, which is adjusted during training. Activation functions are also essential elements within each artificial neuron, determining whether it should “fire” or remain inactive based on the input it receives. Neural networks are the foundation of machine learning, powering image recognition, natural language processing, and other complex tasks.
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