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7:00 How the network learns the probability distribution?
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Classroom Contents
Understanding Boltzmann Machines - From Basic Concepts to Implementation
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- 1 0:00 Introduction
- 2 0:13 Pass 1: What is Boltzmann Machine?
- 3 4:03 Quiz 1
- 4 5:07 Pass 2: How does Boltzmann Machine work?
- 5 7:00 How the network learns the probability distribution?
- 6 14:22 Quiz 2
- 7 16:00 Energy landscape
- 8 15:19 Why is it "Boltzmann" machine?
- 9 16:28 Stochastic neuron probability function
- 10 19:50 How to derive the learning rule
- 11 20:28 How long does training happen?
- 12 21:24 Quiz 3
- 13 22:16 Summary
