Advances in neural networks--ISNN 2007 : 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007 : proceedings /
| Corporate Authors: | , |
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| Other Authors: | |
| Format: | Conference Proceeding eBook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
[2007]
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| Series: | Lecture notes in computer science.
4491-4493. |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- pt. 1. Neural fuzzy control. Neural networks for control applications. Adaptive dynamic programming and reinforcement learning. Neural networks for nonlinear systems modeling. Robotics. Stability analysis of neural networks. Learning and approximation. Data mining and feature extraction
- pt. 2. Chaos and synchronization. Neural fuzzy systems. Training and learning algorithms for neural networks. Neural networks structures. Neural networks for pattern recognition. SOMs, ICA/PCA. Biomedical applications
- pt. 3. Feedforward neural networks. Recurrent neural networks. Neural networks for optimization. Support vector machines. Fault diagnosis/detection. Communications and signal processing. Image/video processing. Applications of neural networks.