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Soft Computing by Udit Chakraborty, Samir Roy

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9

Competitive Neural Nets

Key Concepts

Adaptive resonance theory (ART), ART–1, ART–2, Clustering, Code vector, Competition, Exemplar, Inhibitory weight, Learning vector quantization (LVQ), MaxNet self-organizing map (SOM), Stability-plasticity dilemma, Topological neighbourhood, Vigilance parameter, Winner-takes-all

Chapter Outline

The last two chapters presented certain neural networks for pattern classification and pattern association. Artificial neural nets are inherently structured to suit such purposes. However, there ...

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