Neural network model multiplexing method based on transfer learning
A neural network model, transfer learning technology, applied in biological neural network models, neural learning methods, neural architectures, etc., to achieve the effect of good generalization ability and overcoming differences
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[0019] The features and other related features of the present invention will be further described below in conjunction with the accompanying drawings to facilitate the understanding of technicians in the industry.
[0020] Step 1: When the source domain service is distributed from the P, the target domain service is from the Q distribution, with the MMD to measure the similarities of the two distributions.
[0021] MMD's statistical test method refers to: For two distributed samples, by looking for a continuous function on the sample space, find two different distribution samples on the mean value of the upper function value, by treating two mean differences, two The average difference in distribution corresponds to. Looking for a maximum of this average difference, the average difference is obtained by the value of the MMD, and finally takes MMD as the verification statistic, thus judge whether the two distributions are the same. At the same time, this value is also used to deter...
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