PHM 802

Lecture 31: BAM Stability Analysis, Continuity Assumption, and Worked Example

Lecture 32: Student Seminar

Lecture 33: Continuous and Adaptive BAMs

Lecture 34: Adaptive Resonance Theory: The Noise-Saturation Dilemma

Lecture 35: Shunting Networks and the Substrate of Resonance

Lecture 36: Quiz and Exam Review

Lecture 37: Review of ART Building Blocks

Lecture 38: ART – 1

Lecture 39: ART – 1 Operational Details: Architecture, Weber Law Rule, LTM and STM, Resonance

Lecture 40: ART . Handworked Example and Application

Lecture 41: Towards the Self-organizing feature map

Lecture 42: Oja`s Rule, Generalized Learning Laws, Competitive Learning

Lecture 43: Competitive Learning and Vector Quantization

Lecture 44: Mexican Hat Networks and Self-Organizing Feature Maps

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Lecture 40: ART . Handworked Example and Application

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