Before revision:  The MothNet architecture illustrates how our proposed algorithmic structures , derived from biological brains , can be used to build alternative deep neural nets (DNNs) that may potentially avoid some of DNNs current learning rate limitations . This novel, bio-inspired neural network architecture offers a valuable complementary approach to DNN design .
After revision:  The MothNet architecture illustrates how our proposed algorithmic structures , derived from biological brains , can be used to build alternative deep neural nets (DNNs) that may potentially avoid some of DNNs current learning rate limitations of current engineered NNs .