Vigilance adaptation in adaptive resonance theory
Despite the advantages of fast and stable learning, Adaptive Resonance Theory (ART) still relies on an empirically fixed vigilance parameter value to determine the vigilance regions of all of the clusters in the category field (F 2 ), causing its performance to depend on the vigilance value. It woul...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2013
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/6085 https://ink.library.smu.edu.sg/context/sis_research/article/7088/viewcontent/VigilanceAdaptationinAdaptiveResonanceTheory_av.pdf |
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| Institution: | Singapore Management University |
| Language: | English |