Neural Networks Trained to Solve Differential Equations Learn General Representations

Martin Magill, Faisal Qureshi, Hendrick W. de Haan

We introduce a technique based on the singular vector canonical correlation analysis (SVCCA) for measuring the generality of neural network layers across a continuously-parametrize…