Date: "28 - October - 2023" - The Engineering Projects

Graph Neural Networks: Definition, Types, Applications

28 - Sep - 2023

ayeshayounas

Deep Learning

0 Comments

63.8K Views

Basic Structure of Graph Neural Networks, Graph Neural Networks, Graphs in neural networks, graph neural networks types

Hi readers! I hope you are doing great. We are learning about modern neural networks in deep learning, and in the previous lecture, we saw the capsule neural networks that work with the help of a group of neurons in the form of capsules. Today we will discuss the graph neural network in detail. Graph neural networks are one of the most basic and trending networks, and a lot of research has been done on them. As a result, there are multiple types of GNNs, and the architecture of these networks is a little bit more complex than the other networks. We will start the discussion with the introduct ...

Basic Structure of Graph Neural Networks

Graph Neural Networks

Graphs in neural networks

graph neural networks types

28 - Sep - 2023

ayeshayounas

Deep Learning

0 Comments

63.8K Views

Basic Concepts of Capsule Neural Network, Capsule Neural Network, Capsule NN, Capsule Neural Network examples, Capsule Neural Network types

Hey pupil! Welcome to the next lecture on modern neural networks. I hope you are doing great. In the previous lecture, we saw the EffcientNet neural network, which is a convolutional Neural Network (CNN), and its properties. Today, we are talking about another CNN network called the capsule neural network, or CapsNets. These networks were introduced to provide the capsulation in CNNs to provide better functionalities.  In this article, we will start with the introduction of the capsule neural network. After that, we will compare these with the traditional convolutional neural networks an ...

Basic Concepts of Capsule Neural Network

Capsule Neural Network

Capsule NN

Capsule Neural Network examples

Capsule Neural Network types