Sentence examples for visible variable from inspiring English sources

Let be the weight associated with a connection between visible variable and hidden variable h j.

This is because in our RBM model, more than one visible variable can be assigned one for a DTI.

When only one search component exists, no explicit (i.e. visible) variable is associated with it but it exists and it is called Z1.

Likewise, we have the individual activation probabilities of a visible variable as (8) P (v i = 1   ∣   h ) = sigmoid (b i + ∑ j W i j h j ), where the sigmoid represents the logistic sigmoid function.

A CRBM is a non-linear probabilistic model used to represent time series data consisting of three factors: (i) an undirected model between binary latent variables and the current visible variables, (ii) a directed model from the previous visible variables to the current visible variables, and (iii) a directed model from the previous visible variables to the latent variables.

A RBM is an undirected graphical model that defines the distribution of visible variables with binary hidden (latent) variables.

The visible variables represent visual word count extracted from the given image collection, and the hidden variables capture the semantic structures (latent topics) embedded in these visual words.

Unlike the conditional probabilities of visible variables in Salakhutdinov et al. (2007), which used a conditional multinomial distribution, here, our conditional probability of visible variables in Equation (4) uses a conditional Bernoulli distribution.

The binary states of visible variables for those missing DTIs are treated as zero in the constructed RBMs.

The visible variables can be the original input or the transformed results from last layer according to the position of current RBM in the whole DBN model.

The hidden variables imply the dependencies among the visible variables through their mutual interactional relationships as mimicked by the weighted matrix of W. In RBM, the interactions among visible-to-visible variables and among hidden-to-hidden ones are ignored [ 20].