Sound source ranging using a feed-forward neural network with fitting-based early stopping

Jing Chi, Xiaolei Li, Haozhong Wang +2

When a feed-forward neural network (FNN) is trained for source ranging in an ocean waveguide, it is difficult evaluating the range accuracy of the FNN on unlabeled test data. A fit…