This is a good question.

An introduction to convolutional neural networks is given in

https://www.researchgate.net/publication/285164623_An_Introduction_to_Convolutional_Neural_Networks

For a zero padding formula, see page 7.

The mathematical formulas for CNN are given in

https://www.researchgate.net/publication/279764902_Visual_Tracking_with_Convolutional_Neural_Network

The mathematical formulas for recurrent neural networks are given in

https://www.researchgate.net/publication/224246503_Extensions_of_recurrent_neural_network_language_model

Article An Introduction to Convolutional Neural Networks

Conference Paper Visual Tracking with Convolutional Neural Network

Conference Paper Extensions of recurrent neural network language model

This is a good question.

An introduction to convolutional neural networks is given in

https://www.researchgate.net/publication/285164623_An_Introduction_to_Convolutional_Neural_Networks

For a zero padding formula, see page 7.

The mathematical formulas for CNN are given in

https://www.researchgate.net/publication/279764902_Visual_Tracking_with_Convolutional_Neural_Network

The mathematical formulas for recurrent neural networks are given in

https://www.researchgate.net/publication/224246503_Extensions_of_recurrent_neural_network_language_model

Article An Introduction to Convolutional Neural Networks

Conference Paper Visual Tracking with Convolutional Neural Network

Conference Paper Extensions of recurrent neural network language model

Thank you so much for your reply

https://www.slideshare.net/mohamedloey/deep-learning-overview-of-my-work-ii

Thank You for your response @Mohamed Loey

Hi,

I think this is so related to your question:

https://pdfs.semanticscholar.org/450c/a19932fcef1ca6d0442cbf52fec38fb9d1e5.pdf

Hi,

I think this article is good for new in CNN

https://medium.com/deep-math-machine-learning-ai/chapter-8-0-convolutional-neural-networks-for-deep-learning-364971e34ab2