Linear classification - PowerPoint PPT Presentation

Deep Learning - Evolution and Future Trends

Artificial Intelligence is transforming the world. Deep Learning, an integral part of this new Artificial Intelligence paradigm, is becoming one of the most sought after skills. Learn more about Deep Learning and its Evolution.

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546 views • 51 slides

580.691 Learning Theory Reza Shadmehr Neural mechanisms of classification

580.691 Learning Theory Reza Shadmehr Neural mechanisms of classification Generalization in linear classification. Kandel et al. Principles of Neural Science 2000 (62-1). R. Carter (1998) Mapping the Mind. Patient H.M.

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382 views • 23 slides

Multi-layer perceptron

Multi-layer perceptron. Usman Roshan. Non-linear classification with many hyperplanes. Least squares will solve linear classification problems like AND and OR functions but won’t solve non-linear problems like XOR. Solving AND with perceptron. XOR with perceptron. Multilayer perceptrons.

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228 views • 18 slides

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