基于深度学习的中心回线瞬变电磁全区视电阻率计算

吴国培, 张莹莹, 张博文, 赵华亮

The calculation of full-region apparent resistivity of central loop TEM based on deep learning

WU Guo-Pei, ZHANG Ying-Ying, ZHANG Bo-Wen, ZHAO Hua-Liang

表1 人工神经网络隐含层不同神经元个数的误差情况

Table 1 The convergence of different numbers of neurons in the hidden layer of ANN%

训练样本数 神经元个数 3 5 7 9 11 13 100 0.250000 0.250000 0.250000 0.250000 0.250000 0.240000 200 0.2400000 0.240000 0.088714 0.092951 0.091545 0.086794