Computer Science and Engineering Deep Learning Virtual Laboratory Experiments

Recurrent Neural Networks (RNN)

References

  1. J. L. Elman, "Finding Structure in Time," Cognitive Science, 14(2), 179–211, 1990.

  2. P. J. Werbos, "Backpropagation Through Time: What It Does and How to Do It," Proceedings of the IEEE, 78(10), 1550–1560, 1990.

  3. A. Karpathy, "The Unreasonable Effectiveness of Recurrent Neural Networks," karpathy.github.io, 2015.

  4. Robin M. Schmidt, "Recurrent Neural Networks (RNNs): A Gentle Introduction and Overview," arXiv:1912.05911v1 (2019).

  5. I. Goodfellow, Y. Bengio, and A. Courville, Deep Learning. Cambridge, MA, USA: MIT Press, 2016.