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Introduction to Neural Networks. Pt1 - The Neuron
Neural networks are a popular AI solution. They are at the heart of facial recognition, speech processing, autonomous driving, medical...
Richard Walker
Jun 23, 20223 min read
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Introduction to Neural Networks. Pt5 - Backpropagation
Backpropagation is How Neural Networks 'Learn'. How to train a neural network, by tweaking its weights and biases during training This is...
Richard Walker
May 10, 202213 min read
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Introduction to Neural Networks. Pt4 - 'Cost Functions'
In this fourth post on neural networks we are going to see how neural networks ‘learn’. Or are ‘trained’. In the first post we looked at...
Richard Walker
May 3, 20227 min read
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Introduction to Neural Networks. Pt3 - Neurons, Layers and Networks
Neurons are organised into 'layers'. Each layer sends activations to the next layer in the chain. In this post we’ll get to grips with...
Richard Walker
Apr 28, 20226 min read
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Introduction to Neural Networks. Pt2 - Activation Functions
This is the second post in this series on neural networks. In the first post we introduced the artificial neuron. In the next posts we...
Richard Walker
Apr 26, 20225 min read
170 views
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