首页> 外国专利> Learning system, learning device, learning method, learning program, teacher data creation device, teacher data creation method, teacher data creation program, terminal device and threshold change device

Learning system, learning device, learning method, learning program, teacher data creation device, teacher data creation method, teacher data creation program, terminal device and threshold change device

机译:学习系统,学习设备,学习方法,学习程序,教师数据创建设备,教师数据创建方法,教师数据创建程序,终端设备和阈值改变设备

摘要

The learning system includes a learning device and a teacher data creation device for the learning device. The learning device learns the neural network by error back propagation. The teacher data creation device, with respect to the input data, for each label, excludes from the positive evaluation indicating that the content of the input data matches the label, the sub-assessment indicating that the content of the input data does not match the label, and excluding the label to be learned Any one of the neglected evaluations shown is acquired to create teacher data. When learning a neural network for learning, the learning apparatus adjusts the weighting factor of the middle layer so that the recognition score of the positive or negative evaluation label and the positive or negative evaluation score are close together, and furthermore, Make sure that the recognition score does not affect the adjustment of the weighting factor in the middle layer.
机译:该学习系统包括学习设备和用于该学习设备的教师数据创建设备。学习设备通过错误反向传播来学习神经网络。对于每个标签,教师数据创建设备针对每个标签,从表示输入数据的内容与标签匹配的肯定评价中排除表示输入数据的内容与标签不匹配的子评估。标签,但不包括要学习的标签,将获取所显示的任何一项被忽略的评估,以创建教师数据。当学习用于学习的神经网络时,学习设备调整中间层的加权因子,以使正或负评价标签的识别分数与正或负评价分数的接近,并且,确保识别分数不会影响中间层加权因子的调整。

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