SYSTEM AND METHOD FOR HIGHER ORDER LONG SHORT-TERM MEMORY(LSTM) NETWORK

摘要

The present invention provides a system and method for a high-order long-term memory network. In the high-order long-term memory network method, a plurality of long short term memory (LSTM) networks are configured, and a plurality of memory cells are configured in a spatial domain of the plurality of long and short-term memory networks. and, in a temporal domain of the plurality of long and short-term memory networks, configure the plurality of memory cells, at least one previous layer of the plurality of long-term and short-term memory networks and the plurality of control an output of each of the plurality of long and short term memory networks based on a highway connection of an output from at least one previous time of the long and short term memory network, the memory cell from the at least one previous time Controlling the plurality of memory cells based on a highway connection of , wherein each of the plurality of long and short-term memory networks includes a higher-order long-term memory network method existing in different network layers.