AITopics | Tapson, Jonathan

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Tapson, Jonathan

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Learning ELM network weights using linear discriminant analysis

de Chazal, Philip, Tapson, Jonathan, van Schaik, André

arXiv.org Machine LearningJun-11-2014

We present an alternative to the pseudo-inverse method for determining the hidden to output weight values for Extreme Learning Machines performing classification tasks. The method is based on linear discriminant analysis and provides Bayes optimal single point estimates for the weight values.

artificial intelligence, mnist database, neural network, (16 more...)

arXiv.org Machine Learning

1406.31

Genre: Research Report (0.64)

Technology:

Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Discriminant Analysis (0.62)

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