Bayesian neural networks - PowerPoint PPT Presentation

Lecture 12 – Neural Networks

Lecture 12 – Neural Networks. Machine Learning. Last Time. Perceptrons Perceptron Loss Training Perceptrons using Gradient Descent. Today. Multilayer Neural Networks Feed Forward Error Back-Propagation. Recall: T he Neuron Metaphor. Neurons accept information from multiple inputs,

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Bayesian Neural Networks

Bayesian Neural Networks. Tobias Williges 3/11/10. Outline:. Neural network overview mostly taken from: Neal, R. M. (1994) Bayesian Learning for Neural Networks , Ph.D. Thesis, Dept. of Computer Science, University of Toronto, 195 pages Papers:

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