Multitask recurrent neural networks

摘要

A method, system and apparatus including a computer program encoded on a computer storage medium, with respect to multitask recursive neural networks.One way isFor recurrent neural networksHolding data specifying different internal regions for each of the plurality of memory regions;Receiving the current inputIdentifying a particular memory area of the memory access address defined by the current inputFrom the internal state specified in the retained dataSelecting an internal state for a particular memory areaDepending on the internal state selected for a particular memory areaA recursive neural network is used to handle the current input in the sequence of inputsGenerates an output that defines the probability distribution of the predicted memory access addressUpdating the selected internal state of a particular memory areaUpdatedThe selected internal stateComprising associating with a particular memory area in the retained data.