A Pilot Study of Diabetes Mellitus Classification from rs-fMRI Data Using Convolutional Neural Networks

Figure 3

Schematic diagram of optimizer selection and dynamic adjustment of learning rate. Green: the initial lr decays by gamma = 0.5 every four epochs. Blue and red: after the 20th epoch, cyclical lr is a function of epoch. Epoch 40: Adam. Epoch 40: SGD.