Sentence examples for hot representation from inspiring English sources

The single input node corresponding to the focus word is activated while setting all other input layer nodes to zero (also referred to as one hot representation), and the error in the output layer prediction of the context word is back-propagated through the network.

One-Hot representation is superior to Integer and Enhanced Integer representation but appears to perform lower than word embeddings.

These names, encoded using the popular One-Hot representation and Word Embeddings in addition to Integer representation and an Enhanced Integer representation (proposed in this paper), were given as Input and the performance is evaluated on accuracy, training times and size of input layer.

The use of a one-hot representation is inspired by such a phonological reason.

Depiction of a one-hot representation derived from the SMILES of a molecule.

However, we have elected to explore the basic principles of the HOT SAX representation [22] which transforms the time series in to an appropriate sequence of symbols.

He built a three-layer structure (eight unit for input and output layer and three unit for the hidden layer in between), then he fed the one-hot vector representation into the input and output layer, the hidden layer turned out to approximating the data with inputs' binary representation [2].

A one-hot encoding representation is used, such that specifying a tissue for a particular training example can take the form [0 1 0 0 0] to denote the second tissue out of five possible types.

Figure 3 exemplifies how a chemical structure is translated to both the SMILES and one-hot encoded representations.

HuffPost Entertainment reached out to Red Hot Chili Peppers' representation, but did not receive immediate response.

The proposed framework-based representation of hot topics consists of focal term and facet terms that can represent different aspects of the hot topic.