LSTM SYSTEM AND METHOD FOR RESIDUAL LONG SHORT TERM MEMORIES LSTM NETWORK

摘要

An apparatus for a residual long short term memory (LSTM) network is provided. The apparatus for an LSTM network comprises a plurality of LSTM networks, wherein each of the plurality of LSTM networks is at a different network layer, each of the plurality of LSTM networks is configured to determine a residual function, each of the plurality of LSTM networks includes an output gate to control what is provided to a subsequent LSTM network, and each of the plurality of LSTM networks includes at least one highway connection to compensate for the residual function of a previous LSTM network.