Hello learners! Welcome to the next episode of Neural Networks. Today, we are learning about a neural network architecture named Vision Transformer, or ViT. It is specially designed for image classification. Neural networks have been the trending topic in deep learning in the last decade and it seems that the studies and application of these networks are going to continue because they are now used even in daily life. The role of neural network architecture in this regard is important.
In this session, we will start our study with the introduction of the Vision Transformer. We’ll see how it works and for this, we’ll see the step-by-step introduction of each point about the vision transformer. After that, we’ll move towards the difference between ViT and CNN and in the end, we’ll discuss th ...
Hello pupils! Welcome to the next session of the neural network series. I hope you are doing good. In the previous part of this series, I showed the double deep Q networks and discussed their differences from the deep Q network to make things clear. Today, I am going to visit a very popular neural network with you. This is the spiking neural network that mimics the functionality of the biological neurons with the help of spikes. This is a different neural network than the traditional networks and you will see the details of each point.
In this lecture, we’ll understand the introduction of the spiking neural network. We’ll discuss all the basic terms that are used while studying the SNN. After that, we’ll move on to the steps of using SNN in detail. In the end, we’ll move towards the appl ...
Hey pupils! Welcome to the next session on modern neural networks. We are studying the basic neural networks that are revolutionizing different domains of life. In the previous session, we read the Deep Q Networks (DQN) Reinforcement Learning (add link). There, the basic concepts and applications were discussed in detail. Today, we will move towards another neural network, which is an improvement in the deep Q network and is named the double deep Q network.
In this article, we will point towards the basic workings of DQN as well so I recommend you read the deep Q networks if you don’t have a grip on this topic. We will introduce the DDQN in detail and will know the basic needs for improvement in the deep Q network. After that, we’ll discuss the history of these networks and learn ab ...
Hello readers! Welcome to the next episode of the Deep Learning Algorithm. We are studying modern neural networks and today we will see the details of a reinforcement learning algorithm named Deep Q networks or, in short, DQN. This is one of the popular modern neural networks that combines deep learning and the principles of Q learning and provides complex control policies.Today, we are studying the basic introduction of deep Q Networks. For this, we have to understand the basic concepts that are reinforcement learning and Q learning. After that, we’ll understand how these two collectively are used in an effective neural network. In the end, we’ll discuss how DQN is extensively used in different fields of daily life. Let’s start with the basic concepts.
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Hello students! I hope you are doing great. Today, we are talking about the decoders in the proteus. We know that decoders are the building blocks of any digital electronic device. These electronic circuits are used for different purposes, such as memory addressing, signal demultiplexing, and control signal generation. These decoders have different types and we are discussing the 3 to 8 line decoders.
In this tutorial, we will start learning the basic concept of decoders. We’ll also understand what the 3-to-8line decoders are and how we connect this concept with the 74LS138 IC in proteus. We’ll discuss this IC in detail and use it in the project to present the detailed work.
What is a 3 to 8 Line Decoder?
A three to eight line decoder is an electronic device that takes three inputs and ...
Step into the world of precision engineering—where custom CNC machined parts transform raw materials into the sinews and bones of your next big project. Like a tailor crafting a bespoke suit, CNC machining offers an unparalleled fit for your specific requirements.
The prospect of holding your idea in your hands, not just on paper, is the realm where imagination meets implementation. But what options lie at your fingertips? Let's explore the paths to turning those digital blueprints into tangible assets.
Materializing Visions: The Alloy of Choice
Before the whirring of machines begins, your quest starts with choosing the right material—a decision as critical as selecting the foundation for a skyscraper. Each material whispers its own strengths and secrets, waiting to align with your proj ...
In today's digital age, remote workers are on the frontlines of an invisible war, battling unseen cyber threats. As they maneuver through the complex terrain of remote work environments, they're confronted with potential hazards at every turn.
From a compromised network and data breach to phishing attacks, remote workers are tasked with safeguarding the organization's digital fort.
Building a cybersecurity culture
The remote workforce is instrumental in building a cybersecurity culture where everyone becomes their own expert, advocating for security measures and promptly reporting suspicious activities. This culture is particularly significant in virtual office environments, where workers are the custodians of sensitive data.
As remote employees constantly face cybersecurity challenges ...
By using CNC-machined parts for your next engineering project, you can ensure precision, quality, and speed. So, let us take a look at three options for creating custom parts.
What Is CNC Machining?
Before we look at the three options available to you, it is worth briefly explaining what CNC machining is. CNC machining is short for Computer Numerical Control. It is a modern manufacturing method that involves the use of computer-controlled machinery to make custom parts.
The process begins with creating a CAD design
of the part you want to make. The design is then translated into g-code
and fed into the item of CNC machinery.
The machine then simply gets to work at creating your design with the utmost precision and consistency. The types of CNC machines
range widely – from mil ...
Hello readers! I hope you are doing great. Today, we are discussing the latest library for proteus. In the tutorial, we will look at the Arduino Mega 2560 library for Porteus V 3.0, which is one of the most versatile and useful microcontrollers from the Arduino family. We have shared the previous versions with you before this; these were the Arduino Mega 2560 library for Proteus and the Arduino Mega 2560 library for Proteus V2.0. The current version is better in structure and does not have a link to the website so you may use it in your projects easily.
Here, I will discuss the detailed specifications of this microcontroller. After that, I will show you the procedure to download and install this library in the Proteus and in the end, we’ll create a mini project using this microcontroller ...
Hello friends! I hope you are doing great. Today, we are discussing the latest version of the Arduino Mega 1280 library for Proteus. This can be used in both versions (Proteus 7 and Proteus. We have shared the previous versions, which are the Arduino Mega 1280 library for Proteus and the Arduino Mega 1280 library for Proteus V2.0 with you. With the advancement in the version, these microcontrollers have a better structure and the design is closer to the real microcontrollers.
In this article, I will discuss the introduction of the Arduino Mega 1280 in detail. Here, you will learn the features and functions of this microcontroller. Then, we’ll see how to download and install this library in Proteus. In the end, we’ll see a mini project using the Arduino Mega 1280 V3.0. Let’s move towards ...
