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NeuroComputing CENG569, Fall 2012-2013 3 rd Lecture

NeuroComputing CENG569, Fall 2012-2013 3 rd Lecture. Instructor: Erol ?ahin. Polynomial Curve Fitting . Sum-of-Squares Error Function. 0 th Order Polynomial. 1 st Order Polynomial. 3 rd Order Polynomial. 9 th Order Polynomial. Over-fitting. Root-Mean-Square (RMS) Error:.

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696 views • 58 slides

Last lecture summary

Last lecture summary. Multilayer perceptron. MLP, the most famous type of neural network. input layer. hidden layer. output layer. Processing by one neuron. bias. activation function. output. weights. inputs. Linear activation functions. w ? x > 0 . w ? x ? 0 . linear. threshold.

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524 views • 39 slides

Radial Basis Function (RBF) Networks

Radial Basis Function (RBF) Networks. RBF network. This is becoming an increasingly popular neural network with diverse applications and is probably the main rival to the multi-layered perceptron

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874 views • 32 slides

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NeuroComputing CENG569, Fall 2012-2013 3 rd Lecture

Last lecture summary

Radial Basis Function (RBF) Networks