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About Student Notes - Convolutional Neural Networks (CNN) Introduction - Belajar Pembelajaran Mesin Indonesia
The document provides an introduction to convolutional neural networks (CNNs). It discusses key concepts like convolution operations, filters, strides, padding and pooling layers. Well-known CNN architectures are also summarized, including LeNet-5, AlexNet, VGG-16 and ResNet. Parameter sharing and sparsity of connections in convolution layers help CNNs effectively analyze visual imagery. Pooling layers reduce representations and speed up calculations. ResNet addresses issues of training very deep networks using skip connections.
Detailed Information
| Author: | ['andres alfonso varelo silgado'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 14 |
| Language: | English |
| Format: | |
| Price: | FREE |
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