目录神经网络浅层神经网络activation functionsigmoidtanhReLULeaky ReLU随机初始化He initializationXavier initialization正则化L2范数DropoutData augmentationEarly stopping归一化优化算法指数移动加权平均MomentumRMSpropAdamAdaGradNesterov超参数调优Batch NormalizationSoftMaxML工程化CNN边缘检测PaddingStride三维卷积Pooling(下采样)原理反向传播经典网络LeNet-5AlexNetVGG-16ResNe...
阅读更多7/5/2026