IS345

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Neural Networks

Course Prefix

IS

Course Code

345

Course Title

Neural Networks

Description

This course introduces students to the fundamental methods used in neural networks. Topics include single and multi-layer perceptrons, radial-basis function networks, support vector machines, stochastic machines, and deep networks, supervised and unsupervised learning, application to pattern classification and function approximation problems.

Credit Hours

3

Course Level

Undergraduate

School

School of Computing, Applied Science, & Engineering