APPARATUS METHOD AND COMPUTER PROGRAM FOR GENERATING NEW LEARNING MODEL BY USING TRANSFER LEARNING

摘要

An apparatus for generating a new learning model through transfer learning separates a first network and a second network from a previously learned learning model, and based on the separated second network, a second network with a different number of output neurons a network acquiring unit for generating a three-network; a quasi-competitive learning performing unit for inputting input data to the first network to derive output data, and inputting the derived output data to the third network to perform quasi-competitive learning; and A new learning model generator including a new learning model generator generating a fourth network combining the first network and the third network based on a result of the similar competitive learning, and generating a new learning model based on the generated fourth network A learning model generating apparatus may be provided.