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Description: 回声状态神经网络(ESN)是一种性能优异的递归神经网络，已经在各领域广泛研究，这是ESN的发明人研制的MATLAB工具箱，可供有关人员参考使用
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Author: xu mark |
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Description: 回声状态神经网络(ESN)是一种性能优异的递归神经网络，已经在各领域广泛研究，这是ESN的发明人研制的MATLAB工具箱，可供有关人员参考使用-Echo state neural networks (ESN) is a performance of recurrent neural networks have been extensively studied in various fields, which is ESN inventor developed MATLAB toolbox, use and reference available to the persons
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Size: 101376 |
Author: xu mark |
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Description: 利用回声状态神经网络进行时间序列预测.预测效果非常好-Use of echo state neural network time series prediction. Predict very good results
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Size: 59392 |
Author: 陈建成 |
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Description: matlab下ESN的工具This software is intended for research use by experienced Matlab users
and includes no warranties or services.-In alphabetical order here is what the routines are doing:
analogToUnitCoded:
- helper function for coding a 1-dim analog signal into a unit-coded
signal (aka "local coding")
compute_NRMSE:
- computes the normalized mean squared error of the esn, given the
output of the esn and the actual teacher.
compute_statematrix:
- runs the input through the ESN. The reservoir (plus input) states of
the units are collected in matrix which is returned by the function
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Size: 67584 |
Author: max |
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Description: 一种新型的循环神经网络（RNN），在时序预测领域有广泛应用前景(A new type of recurrent neural network (RNN) has a wide application prospect in the field of time series prediction)
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Size: 34816 |
Author: huasijie |
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