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  1. 17 Νοε 2015 · A comprehensive tutorial on Convolutional Neural Networks (CNN) which talks about the motivation behind CNNs and Deep Learning in general, followed by a description of the various components involved in a typical CNN layer.

  2. 16 Φεβ 2018 · The document provides an overview of convolutional neural networks (CNNs) and their layers. It begins with an introduction to CNNs, noting they are a type of neural network designed to process 2D inputs like images.

  3. 11 Μαρ 2019 · This presentation helps the beginners of CNN to have a brief idea about the architecture and different layers in the architecture of CNN with the example. Please do refer the references in the last slide for a better idea on working of CNN.

  4. 13 Αυγ 2019 · CNNs are a type of deep learning algorithm used for computer vision tasks. They use convolutional and pooling layers to extract features from image data. CNNs apply multiple filters to input images to generate feature maps, which are then passed through activation functions to introduce nonlinearity.

  5. 7 Δεκ 2018 · Neural networks are computational models inspired by the human brain. They consist of interconnected nodes that process information using a principle called neural learning. The document discusses the history and evolution of neural networks. It also provides examples of applications like image recognition, medical diagnosis, and predictive ...

  6. 3 Ιουν 2018 · In machine learning, a convolutional neural network is a class of deep, feed-forward artificial neural networks that have successfully been applied fpr analyzing visual imagery.

  7. 6 Νοε 2018 · Part 1 of the Deep Learning Fundamentals Series, this session discusses the use cases and scenarios surrounding Deep Learning and AI; reviews the fundamentals of artificial neural networks (ANNs) and perceptrons; discuss the basics around optimization beginning with the cost function, gradient descent, and backpropagation; and activation functio...

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