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Lecture 11

Lecture 11. Hybrid intelligent systems:. Neural expert systems and neuro-fuzzy systems. Introduction Neural expert systems Neuro -fuzzy systems. Introduction.

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AI Approaches to Network Fault Management

AI Approaches to Network Fault Management. Andrew Learn 29 Nov 2001. Outline. Fault Management Process AI Approaches Expert Systems Neural Networks Case-based Reasoning. Network Faults. Hardware Wear and tear Cut cables Improper installation Software Incorrect design Bugs

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Self-Organizing Maps (Kohonen Maps)

Self-Organizing Maps (Kohonen Maps). In the BPN, we used supervised learning. This is not biologically plausible: In a biological system, there is no external “teacher” who manipulates the network’s weights from outside the network. Biologically more adequate: unsupervised learning.

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