Unsupervised pre-trained filter learning approach for efficient convolution neural network
(2019)
Journal Article
Rehman, S., Tu, S., Waqas, M., Huang, Y., Rehman, O., Ahmad, B., & Ahmad, S. (2019). Unsupervised pre-trained filter learning approach for efficient convolution neural network. Neurocomputing, 365, 171-190. https://doi.org/10.1016/j.neucom.2019.06.084
The concept of Convolution Neural Network (ConvNet or CNN) is evaluated from the animal visual cortex. Since humans can learn through experience, similarly, ConvNet changes its weight accordingly to accomplish the desired output through backpropagati... Read More about Unsupervised pre-trained filter learning approach for efficient convolution neural network.