Measuring Stiffness in Residual Neural Networks

Author:

Hudson Joshua,D’Elia Marta,Najm Habib N.,Sargsyan Khachik

Publisher

Springer Nature Switzerland

Reference22 articles.

1. Balasubramaniam, P., Chandran, R., Jeeva Sathya Theesar, S.: Synchronization of chaotic nonlinear continuous neural networks with time-varying delay. Cogn. Neurodyn. 5(4), 361–371 (2011)

2. Chen, R.T.Q., Rubanova, Y., Bettencourt, J., Duvenaud, D.K.: Neural ordinary differential equations. In: Bengio, S., Wallach, H., Larochelle, H., Grauman, K., Cesa-Bianchi, N., Garnett, R. (eds.) Advances in Neural Information Processing Systems, vol. 31. Curran Associates, Inc. (2018). https://proceedings.neurips.cc/paper_files/paper/2018/file/69386f6bb1dfed68692a24c8686939b9-Paper.pdf

3. Das, S.: On the synthesis of nonlinear continuous neural networks. IEEE Trans. Syst. Man, Cybern. 21(2), 413–418 (1991)

4. Dupont, E., Doucet, A., Teh, Y.W.: Augmented neural ODEs. In: Wallach, H., Larochelle, H., Beygelzimer, A., d’ Alché-Buc, F., Fox, E., Garnett, R. (eds.) Advances in Neural Information Processing Systems, vol. 32. Curran Associates, Inc. (2019)

5. Gavana, A.: N-D Test Functions A—AMPGO 0.1.0 Documentation

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