System Identification using RNN-Backpropagation Through Time

Version 1.0.0 (2.11 KB) by Shujaat Khan

Non-Linear System Identification using recurrent neural network trained with Backpropagation Through Time (BPTT)

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Updated 6 Aug 2019

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Non-Linear System Identification using recurrent neural network trained with Backpropagation Through Time (BPTT)

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Shujaat Khan (2025). System Identification using RNN-Backpropagation Through Time (https://www.mathworks.com/matlabcentral/fileexchange/72377-system-identification-using-rnn-backpropagation-through-time), MATLAB Central File Exchange. Retrieved February 16, 2025.

Khan, Shujaat, et al. “A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks.” Circuits, Systems, and Signal Processing, vol. 37, no. 2, Springer Nature, May 2017, pp. 593–612, doi:10.1007/s00034-017-0572-z.

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BPTT_System_Identification.m

Version	Published	Release Notes
1.0.0	6 Aug 2019		Download

MLA	Khan, Shujaat, et al. “A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks.” Circuits, Systems, and Signal Processing, vol. 37, no. 2, Springer Nature, May 2017, pp. 593–612, doi:10.1007/s00034-017-0572-z.
APA	Khan, S., Ahmad, J., Naseem, I., & Moinuddin, M. (2017). A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks. Circuits, Systems, and Signal Processing, 37(2), 593–612. Springer Nature. Retrieved from https://doi.org/10.1007%2Fs00034-017-0572-z
BibTeX	@article{Khan_2017, doi = {10.1007/s00034-017-0572-z}, url = {https://doi.org/10.1007%2Fs00034-017-0572-z}, year = 2017, month = {may}, publisher = {Springer Nature}, volume = {37}, number = {2}, pages = {593--612}, author = {Shujaat Khan and Jawwad Ahmad and Imran Naseem and Muhammad Moinuddin}, title = {A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks}, journal = {Circuits, Systems, and Signal Processing} }