Description: 资源分配神经网络解决Mackey-Glass时间序列预测函数逼近问题-Neural network to solve the allocation of resources Mackey-Glass time series prediction function approximation problem Platform: |
Size: 1024 |
Author:吴强 |
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Description: 给出了kf ekf ukf和upf的matlab源程序，通过简单修改可方便的实现各种系统辨识-Kf ekf ukf given and upf the matlab source code can be easily modified through a simple realization of a variety of system identification Platform: |
Size: 15360 |
Author:许浩 |
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Description: This paper describes a Model Reference Adaptive
System (MRAS) based scheme using a multilayer
Recurrent Neural Network (RNN) for online speed
estimation of sensorless vector controlled inductmon
motor drive.
Platform: |
Size: 11264 |
Author:chinni |
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Description: 在demo中，用EKF和有噪声的EKF训练非线性、非平稳数据。-In this demo, I use the EKF and EKF with noise adaptation to train a neural network with data generated a nonlinear, non-stationary state space model. Adaptation is done by matching the innovations ensemble covariance to the covariance over time so as to make the one-step-ahead predictions become white (i.e. all the information in the data is absorbed by the model). All the derivations are presented, in detail, in Nando de Freitas, Mahesan Niranjan and Andrew Gee. Hierarchical Bayesian models for regularisation in sequential learning. Neural Computation. Vol 12 No 4, pages 955-993. After downloading the file, type tar-xf demo3.tar to uncompress it. This creates the directory demo3 containing the required m files. Go to this directory, load matlab and type ekfdemo1. Figure 1 will then show you the simulation results. Platform: |
Size: 5120 |
Author:zhang |
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