Al Mahmud Al Mamun
Researcher & WriterHe is a Researcher, Editor, and Author. He is the Editor-in-Chief at Circuit Cellar Magazine, United States. He is a Writer at TechnologyAdvice, United States. Although, his Bachelor's and Master's in Computer Science and Engineering, he also attained thirty diploma courses and a hundred certificate courses. According to Publons (Web of Science Core Collections), he is one of the World's top peer-reviewers on Convolutional Neural Networks. His expertise and research interests include Convolutional Neural Networks (CNN), Artificial Neural Networks (ANN), Cloud Computing, Artificial IntelligenceRead More...
CNN ACTIVATION
Books by Al Mahmud Al Mamun
Deep Neural Networks are characterized by the weight, bias, and activation function. The activation functions decide whether a neuron should be activated or not by computing weighted sums and biases. In this book, I represent an experimental review on the eight different activation functions for the Convolutional layers in Neural Networks.
For my experiment, I selected eight activation functions for three different datasets. The activation functions ar
CNN KERNEL
Books by Al Mahmud Al Mamun
In this book, I perform an experimental review on twelve similar types of Convolutional Neural Network architecture but the different sizes of kernels for the filters.
For this experiment, I select twelve different sizes of the kernel for twelve Convolutional Neural Network models, the size of kernels are – (12, 12), (11, 11), (10, 10), (9, 9), (8, 8), (7, 7), (6, 6), (5, 5), (4, 4), (3, 3), (2, 2), and (1, 1).
For this experi
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