Lecture
Boltzmann Machine: RBM
Description
This lecture delves into the Boltzmann Machine with hidden units, known as Restricted Boltzmann Machine (RBM), which enhances the expressiveness of the model by introducing hidden variables. The instructor explains the energy function, training procedures, and the simplified RBM, highlighting its practicality and efficiency compared to the standard Boltzmann Machine. The lecture also touches upon the possibility of multi-layer RBMs, providing insights into their structure and training methods.
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