Neural coding (or Neural representation) is a neuroscience field concerned with characterising the hypothetical relationship between the stimulus and the individual or ensemble neuronal responses and the relationship among the electrical activity of the neurons in the ensemble. Based on the theory thatsensory and other information is represented in the brain by networks of neurons, it is thought that neurons can encode both digital and analog information. (Wikipedia).
In this video, I present some applications of artificial neural networks and describe how such networks are typically structured. My hope is to create another video (soon) in which I describe how neural networks are actually trained from data.
From playlist Machine Learning
Introduction to Computer Programming for beginners || Coding for beginners
Computer programming is the process of performing a particular computation (or more generally, accomplishing a specific computing result), usually by designing and building an executable computer program. Programming involves tasks such as analysis, generating algorithms, profiling algorit
From playlist Programming
This video is a brief introduction to linear codes: dimensions, G (generating matrix), H (parity check matrix), their forms. Also gives an example of how to convert between G and H. Here is the formal definition of a Linear Code: A linear code of dimension k and length n over a field
From playlist Cryptography and Coding Theory
Neural Networks 1 Neural Units
From playlist Week 5: Neural Networks
Neural Network Architectures & Deep Learning
This video describes the variety of neural network architectures available to solve various problems in science ad engineering. Examples include convolutional neural networks (CNNs), recurrent neural networks (RNNs), and autoencoders. Book website: http://databookuw.com/ Steve Brunton
From playlist Data Science
This lecture gives an overview of neural networks, which play an important role in machine learning today. Book website: http://databookuw.com/ Steve Brunton's website: eigensteve.com
From playlist Intro to Data Science
11.1: Introduction to Neuroevolution - The Nature of Code
Welcome to a new topic in the Nature of Code series: Neuroevolution! 🎥 Next Video: https://youtu.be/kCx2DElEpP8 🔗 Toy-Neural-Network-JS: https://github.com/CodingTrain/Toy-Neural-Network-JS 🔗 Nature of Code: http://natureofcode.com/ 🎥 My Neural Networks series: https://www.youtube.com/p
From playlist 11: Neuroevolution - The Nature of Code
Introduction to Coding Neural Networks with PyTorch and Lightning
Although we've seen how to code a simple neural network with PyTorch, we can make our lives a lot easier if we add Lightning to the mix. It makes writing the code easier, makes it portable to different computing environments and can even find the learning rate for us! TRIPLE BAM!!!! Spani
From playlist StatQuest
Live Stream #124.2 - Linting and Neuroevolution - Part 2
In part 2 of Friday's live stream, I begin discussing the topic "neuroevolution" which will be the subject of chapter 11 of the next edition of the Nature of Code book. (http://natureofcode.com/) 🎥 Live Stream Part 1: https://youtu.be/sIeN74GrYHE 22:54 - Neuroevolution Part 1 53:50 - Neu
From playlist Live Stream Archive
What is Neural Network in Machine Learning | Neural Network Explained | Neural Network | Simplilearn
This video by Simplilearn is based on Neural Networks in Machine Learning. This Neural Network in Machine Learning Tutorial will cover the fundamentals of Neural Networks along with theoretical and practical demonstrations for a better learning experience 🔥Enroll for Free Machine Learning
From playlist Machine Learning Algorithms [2022 Updated]
Coding Challenge #99: Neural Network Color Predictor
In this coding challenge, I create a "color predictor" with my JavaScript neural network library. This challenge is inspired by Jabril! (https://youtu.be/KO7W0Qq8yUE) 💻Challenge: https://thecodingtrain.com/CodingChallenges/099-color-predictor.html Links discussed in this video: 🔗 Tensor
From playlist Session 4 - Neural Networks - Intelligence and Learning
Coding Challenge #100.1: Neuroevolution Flappy Bird - Part 1
Coding Challenge #100! In this challenge, I use the JavaScript neural network library and a genetic algorithm to train an agent to play Flappy Bird (see challenge #31). 💻Challenge: https://thecodingtrain.com/CodingChallenges/100.1-neuroevolution-flappy-bird.html 🎥 Part 2: https://youtu.be
From playlist 11: Neuroevolution - The Nature of Code
The StatQuest Introduction to PyTorch
PyTorch is one of the most popular tools for making Neural Networks. This StatQuest walks you through a simple example of how to use PyTorch one step at a time. By the end of this StatQuest, you'll know how to create a new neural network from scratch, make predictions and graph the output,
From playlist StatQuest
10.1: Introduction to Neural Networks - The Nature of Code
Welcome to Chapter 10 of The Nature of Code: Neural Networks. (http://natureofcode.com/book/chapter-10-neural-networks/) In this video, I provide a brief introduction neural networks and an overview of topics in upcoming videos. Next video (Perceptron): https://youtu.be/ntKn5TPHHAk T
From playlist Session 4 - Neural Networks - Intelligence and Learning
11.2: Neuroevolution: Crossover and Mutation - The Nature of Code
In this video I begin the process of coding a neuroevolution simulation and copy() and mutate() methods to the neural network library 🎥 Previous Video: https://youtu.be/lu5ul7z4icQ 🔗 Toy-Neural-Network-JS: https://github.com/CodingTrain/Toy-Neural-Network-JS 🔗 Nature of Code: http://natu
From playlist 11: Neuroevolution - The Nature of Code
Deep Learning Tutorial | Deep Learning TensorFlow | Deep Learning With Neural Networks | Simplilearn
🔥Artificial Intelligence Engineer Program (Discount Coupon: YTBE15): https://www.simplilearn.com/masters-in-artificial-intelligence?utm_campaign=DeepLearningTutorial-skf35x1lNV4&utm_medium=Descriptionff&utm_source=youtube 🔥Professional Certificate Program In AI And Machine Learning: https:
From playlist Deep Learning Tutorial Videos 🔥[2022 Updated] | Simplilearn
Coding vs Programming | What Is The Difference Between Coding And Programming? | Simplilearn
This video is based on the most exciting dibate topic where we will discuss about coding vs programming. In the typical conditions, the terms coding and programming are considered as synonyms to eachother, but there is a thin line of difference. This tutorial will help you learn the fundam
From playlist C++ Tutorial Videos
10.5: Neural Networks: Multilayer Perceptron Part 2 - The Nature of Code
This video follows up on the previous Multilayer Perceptron video (https://youtu.be/u5GAVdLQyIg). Here I begin the long process of coding a simple neural network library in JavaScript. Next video: https://youtu.be/uSzGdfdOoG8 This video is part of Chapter 10 of The Nature of Code (http:/
From playlist Session 4 - Neural Networks - Intelligence and Learning