What Does Deconvolutional Neural Network (DNN) Mean?
A deconvolutional neural network is a neural network that performs an inverse convolution model. Some experts refer to the work of a deconvolutional neural network as constructing layers from an image in an upward direction, while others describe deconvolutional models as “reverse engineering” the input parameters of a convolutional neural network model.
Techopedia Explains Deconvolutional Neural Network (DNN)
Deconvolutional neural networks can be described many different ways. Many of these tools use the same types of filters as convolutional neural networks but use them differently. Professionals utilize ideas like backpropagation and reverse filtering along with techniques like striding and padding to build transposed convolutional models.