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How neural networks work in AI (from a Stanford computer scientist)
Ever wondered what neural networks are and how they work? Systems like ChatGPT use neural networks to work as well as they do. Neural networks are composed of "layers" of neurons, layers with different functions; connections between layers called "weights"; and mathematical functions called "activation functions". If you’re interested in ...
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AI | Machine Learning | Tech on Instagram: "Multilayer Perceptrons (MLPs) are one of the simplest (fundamental) types of neural networks. They consist of layers of neurons: an input layer, hidden layers, and an output layer. Each neuron in a layer is connected to every neuron in the previous and next layer, forming a fully-connected network. In terms of linear and activation functions, MLPs work by combining linear transformations and nonlinear activations. Each neuron in a layer computes a weig
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