Synthesis and Analysis of Elementary Algorithms for a Differential Neural Computer
Tóm tắt
Từ khóa
Tài liệu tham khảo
M. Y. Rafiq, G. Bugmann, and D. J. Easterbrook, ‘‘Neural network design for engineering applications,’’ Comput. Struct. 79, 1541–1552 (2001).
Z. C. Lipton and J. Berkowitz, ‘‘A critical review of recurrent neural networks for sequence learning,’’ arxiv: 1506.00019 (2015).
A. Graves, G. Wayne, and I. Danihelka, ‘‘Neural turing machines,’’ arXiv: 1410.5401 (2014).
A. Graves, G. Wayne, M. Reynolds, et al., ‘‘Hybrid computing using a neural network with dynamic external memory,’’ Nature (London, U.K.) 538, 471–476 (2016).
R. Csorda and J. Schmidhuber, ‘‘Improved addressing in the differentiable neural computer,’’ in Proceedings of the International Conference on Learning Representations, 2019.
J. Erickson, Algorithms (Independently, 2019).
DeepMind Group, Differentiable Neural Computer (DNC). https://github.com/DeepMind/dnc. Accessed 2018.