2020-2021 Graduate and Professional Program Catalog (Updated Spring 2021) 
    
    Nov 23, 2024  
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2020-2021 Graduate and Professional Program Catalog (Updated Spring 2021) [ARCHIVED CATALOG]

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CSDP 619 Applications of Neural Networks

Credit 3
This course covers basic concepts of neural network architectures and learning algorithms, multiplayer perception, back propagation algorithm, unsupervised learning algorithm, redial-basis networks, support vector machine, self-organization map, recurrent networks, fuzzy system and deep learning.  Various applications of neural network architecture will be discussed like pattern recognition, speech/image process, evolution computing, and computer vision. 
Prerequisite(s): Basic knowledge in programming and data structure or permission of instructor.


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