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The Math of Neural Networks (English Edition) de Michael Taylor
DescripciĂłn - There are many reasons why neural networks fascinate us and have captivated headlines in recent years. They make web searches better, organize photos, and are even used in speech translation. Heck, they can even generate encryption. At the same time, they are also mysterious and mind-bending: how exactly do they accomplish these things ? What goes on inside a neural network?On a high level, a network learns just like we do, through trial and error. This is true regardless if the network is supervised, unsupervised, or semi-supervised. Once we dig a bit deeper though, we discover that a handful of mathematical functions play a major role in the trial and error process. It also becomes clear that a grasp of the underlying mathematics helps clarify how a network learns. In the following chapters we will unpack the mathematics that drive a neural network. To do this, we will use a feedforward network as our model and follow input as it moves through the network.
Detalles del Libro
- Name: The Math of Neural Networks (English Edition)
- Autor: Michael Taylor
- Categoria: Tienda Kindle,eBooks Kindle,eBooks en idiomas extranjeros
- Tamaño del archivo: 9 MB
- Tipos de archivo: PDF Document
- Descargada: 253 times
- Idioma: Español
- Archivos de estado: AVAILABLE
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Mathematics of Neural Networks: Models, Algorithms and ~ This volume of research papers comprises the proceedings of the first International Conference on Mathematics of Neural Networks and Applications (MANNA), which was held at Lady Margaret Hall, Oxford from July 3rd to 7th, 1995 and attended by 116 people. The meeting was strongly supported and, in addition to a stimulating academic programme, it featured a delightful venue, excellent food and .
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