Machine Learning Intermediate
forget gate
The portion of a Long Short-Term Memory cell that regulates the flow of information through the cell.
Plain English Explanation
The portion of a Long Short-Term Memory cell that regulates the flow of information through the cell. Forget gates maintain context by deciding which information to discard from the cell state.
How is it used?
Practitioners refer to forget gate when building, training, or evaluating machine learning systems. It appears in research papers, product documentation, and technical discussions about AI capabilities and limitations.