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Introduction to Artificial Neural Network and Fuzzy Systems - page 4 / 7

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copyright (C) 2001 by Yu Hen Hu

Overview - 4

Introduction to ANN & Fuzzy Systems

Knowledge Required

Linear algebra:

Familiar with matrices, vectors, inner product operations,

Know what are matrix inversion, eigenvalues, singular values, subspace

Probability and statistics:

Probability, distribution, density function, Bayes rule

Understand mean, variance, expectation, normal distribution

Calculus

Familiar with derivatives, integration,

Understand gradients, integral by parts

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