AI News, Artificial Neural Networks/Introduction

Artificial Neural Networks/Introduction

Artificial neural networks are one of the most popular and promising areas of artificial intelligence research.

There are a wide variety of network architectures and learning methods that can be combined to produce neural networks with different computational abilities.

This book is going to be aimed at advanced undergraduates and graduate students in the areas of computer science, mathematics, engineering, and the sciences.

But what *is* a Neural Network? | Deep learning, chapter 1

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Top 5 Uses of Neural Networks! (A.I.)

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Learning Rate in a Neural Network explained

In this video, we explain the concept of the learning rate used during training of an artificial neural network and also show how to specify the learning rate in ...

10.4: Neural Networks: Multilayer Perceptron Part 1 - The Nature of Code

In this video, I move beyond the Simple Perceptron and discuss what happens when you build multiple layers of interconnected perceptrons ("fully-connected ...

Activation Functions in a Neural Network explained

In this video, we explain the concept of activation functions in a neural network and show how to specify activation functions in code with Keras. Check out the ...

Predicting with a Neural Network explained

In this video, we explain the concept of using an artificial neural network to predict on new data. We also show how to predict in code with Keras. blog: ...

Training a Neural Network explained

In this video, we explain the concept of training an artificial neural network. Check out the corresponding blog and other resources for this video at: ...

Layers in a Neural Network explained

In this video, we explain the concept of layers in a neural network and show how to create and specify layers in code with Keras. Check out the corresponding ...

Artificial Neural Networks explained

In this video, we explain the concept of artificial neural networks and show how to create one (specifically, a multilayer perceptron or MLP) in code with Keras.

Loss in a Neural Network explained

In this video, we explain the concept of loss in an artificial neural network and show how to specify the loss function in code with Keras. Check out the ...