How many layers does an RBM (Restricted Boltzmann Machine) have?1 point342InfinteAll of the above

Problem Breakdown

1. Understanding the structure of Restricted Boltzmann Machines (RBMs).
2. Identifying the number of layers in a typical RBM.

Relevant Concepts

1. An RBM consists of two layers: a visible layer and a hidden layer.
2. Each layer in an RBM contains a set of units or neurons that are fully connected to the units of the opposite layer but not to each other.

Analysis and Detail

1. Visible Layer: This layer represents the observed data points.
2. Hidden Layer: This layer captures the underlying features or patterns within the data.
3. There are no additional layers in a standard RBM design; thus, the term "layer" typically refers to only these two.

Verify and Summarize

• In a standard RBM configuration, there are exactly two layers: the visible and the hidden layers.
• The options "342" and "Infinite" do not accurately represent the RBM structure.

Final Answer

The correct answer is 2 layers (not one of the provided options).