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 ...
Hi readers! I hope are doing well and searching something thrilling. Do you ever think AutoCAD becomes reality? From a sketch of a high-rise structure to the machine design, AutoCAD is truly where creative design ideas turn into reality. For today we will discuss AutoCAD.
AutoCAD, a creative design software created by Autodesk, is designed primarily for use in architecture, engineering, construction, and manufacturing sectors. AutoCAD has changed the way technical drawings are created. From 1982, it has emphasized methods that were fast and effective rather than traditional hand-drawn ones. Overall, it is now essential in the world of designing because it can be adapted easily and is very accurate.
The program AutoCAD includes many objects such as lines, shapes, dimensions, hatching, la ...
Hi readers! Hopefully, you are doing well and exploring something new. Every powerful machine has a secret weapon, a machine that few think about but is responsible for all speed, torque, and, relatively speaking, performance. That secret weapon is an incredibly engineered gearbox. Today, we discuss gearbox design.
Gearbox design and selection are amongst the most critical elements of mechanical engineering, as they involve how power will be best transferred between two rotating shafts. A gearbox changes speed and torque position from a power supply (usually a motor) to the required application. Gearboxes accomplish this through a series of different types of gears, in various configurations. Gearboxes allow machines to perform under various parasitic load conditions.
Gearboxes vary wide ...
Hi readers! Hopefully, you are doing well and exploring something fascinating and advanced. Imagine that particles can pass through walls but not by breaking them down? Yes, it is possible. Today, we will study Quantum Tunneling.
Quantum tunneling may be one of the strangest and illogical concepts of quantum mechanics. Quantum Tunneling proves the phenomenon of particles like electrons, protons, or even whole atoms percolating through the energy barrier of potential energy, although they do not appear to have sufficient potential to slide over it. The classical physics version of this ball at this point would merely reverse.
Nevertheless, in the quantum realm of things, particles now act like waves, and waves can pass through and even over barriers with some nonzero probability of the pa ...
Hi readers! I hope you’re having a great day and finding something thrilling. Imagine being able to solve a problem in seconds that would take the fastest supercomputers millennia, that is, quantum computing. Today, we will cover Quantum Computing.
Quantum computing is a relatively new technology that can present a new way of thinking about how information may be processed using the laws of quantum mechanics. Classical computing uses bits, which are either 0 or 1, while processing information, whereas quantum computing uses qubits and has the possibility of being a bunch of things at the same time by virtue known as the “superposition”. In addition to "superposition", qubits can be connected across space through a property known as "Entanglement", which allows quantum computers the potent ...
