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What is a boltzmann machine?



What is a boltzmann machine?..

Answer / Sumayya

A Boltzmann Machine is a type of artificial neural network that was developed to simulate the behavior of neurons in the human brain. It consists of a set of visible and hidden units, connected by undirected links with probabilistic weights. The visible units represent input data, while the hidden units are used to learn patterns or features from the input.nThe Boltzmann Machine is unique because it uses the Boltzmann distribution, a statistical model that describes the probability of a system being in a certain state based on its energy level, to calculate the probabilities of each unit being activated.nIt's important to note that the Boltzmann Machine is an older type of neural network and has been largely replaced by more modern architectures such as Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN).

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