adaptive resonance theory (art) · adaptive resonance theory (art) 16 2 19 basic art architecture....
Post on 09-Aug-2020
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Adaptive Resonance Theory(ART)
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19 Basic ART Architecture
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19 ART Subsystems
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19 Layer 1
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19 Layer 1 Operation
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19 Excitatory Input to Layer 1
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19 Inhibitory Input to Layer 1
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19 Steady State Analysis: Case I
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19 Steady State Analysis: Case II
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19 Layer 1 Summary
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19 Layer 1 Example
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19 Example Response
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19 Layer 2
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19 Layer 2 Operation
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19 Layer 2 Example
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19 Example Response
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19 Layer 2 Summary
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19 Orienting Subsystem
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19 Orienting Subsystem Operation
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19 Steady State Operation
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19 Orienting Subsystem Example
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19 Orienting Subsystem Summary
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19 Learning Laws: L1-L2 and L2-L1
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19 Subset/Superset Dilemma
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19 Subset/Superset Solution
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19 L1-L2 Learning Law
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19 Fast Learning
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19 Learning Law: L2-L1
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19 ART1 Algorithm Summary
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19 Summary Continued
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