A deep model is a neural network that contains more than one hidden layer. Such models, also called deep neural networks, can learn hierarchical representations in which successive layers capture increasingly abstract features.
A neural network containing more than one hidden layer. A deep model is also called a deep neural network. Contrast with wide model.