How to find best combination of delay size and neurons for narx network?
조회 수: 5 (최근 30일)
이전 댓글 표시
I'm using a time series prediction narx neural network for my dataset. The input & feedback delay, number of Hidden neurons are chosen randomly to train the network. However i dont know what is the maximum accuracy my model can reach. So, What is the best way to find good combination of delay size and number of neurons for the network. Does sweeping the parameter and iterating over helps?
댓글 수: 1
yanqi liu
2022년 2월 11일
yes,sir,it is a optimization problem,may be check use GA、ABC and so on algorithm
답변 (1개)
Vatsal
2023년 10월 20일
Hi,
I understand that you want to find the optimal delay size and number of neurons for your network to achieve good accuracy. I recommend referring to the following MathWorks documentation link, which provides a detailed explanation on how to determine the optimal input delay and hidden nodes for 'NARXNET':
I hope this helps!
댓글 수: 0
참고 항목
카테고리
Help Center 및 File Exchange에서 Modeling and Prediction with NARX and Time-Delay Networks에 대해 자세히 알아보기
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!