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A new blog post provides an overview of deep belief networks (DBNs), a type of artificial neural network (ANN). DBNs are composed of multiple layers of nodes and are designed to learn complex, hierarchical representations of data. The blog post outlines the architecture of DBNs and explains the training process and applications.