What is a Deep Belief Network (DBN)?
Deep Belief Network (DBN) is a generative
deep learning model that consists of multiple layers of probabilistic generative models, such as Restricted Boltzmann Machines (RBMs). DBNs can learn hierarchical representations of data and are used for tasks such as
unsupervised learning, feature learning, and dimensionality reduction.
