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Need Help Implementing Neural Network in MATLAB
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Hello MATLAB community,
I am currently working on the implementation of the research paper titled "Neural Network Self-Tuning Control for a Piezoelectric Actuator" by Wenjun Li (DOI: 10.3390/s20123342).
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%Equations for Weight Updates:
dW_k = eta_w * e .* Nf(y, V_k) .* Ng(y, W_k) .* (1 - Ng(y, W_k)) .* y;
dV_k = eta_v * e .* Ng(y, W_k) .* (1 - Ng(y, W_k)) .* (1 - Nf(y, V_k)) .* y;
W_k = W_k + dW_k;
V_k = V_k + dV_k;
I have provided MATLAB code snippets for weight updates in a neural network based on the equations. I'm seeking assistance in ensuring the Equations for Weight Updates are correct and also guidance on how to implement the neural network strategy described in the paper.
If anyone has experience with similar projects or is well-versed in neural networks and control systems, I would greatly appreciate your insights and advice.
Thank you in advance for your time and assistance.
3 个评论
Sam Chak
2023-10-15
@Achraf, can you edit the code in your comment to list the equation numbers, like "% Refer to Eq. (Num)"? This can make the process of cross-checking the equations in the code easier and faster. Most volunteers on Sunday do not have the time to read the entire paper and find a match for each equation in the code.
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