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Description: 随机神经网络的源代码，对于研究神经网络的人来说，可能有一定的参考作用-random neural network source code for research neural network people, may have some reference
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Author: 智能算法 |
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Description: RNNSIM ver. 1.0 is a program with an intercative graphical user interface
(GUI) that runs under MATLAB ver. 5.0 or higher. The program can be used
in training and testing the Random Neural Network(RNN) models.
This version (ver. 1.0) implements only the 3 layer feed forward RNN model.
In the next versions, the multi hidden layers and the recurrent RNN models
can be implemented. To obtain faster training, the training section can be
written as a MEX file and invoked from the GUI.
If you have the m files in the directory rnnsim for example, then you can
run the program following the next steps:
1- run MATLAB as usual
2- from the MATLAB command window, write cd rnnsim
3- from the MATLAB command window, write rnnsim- RNNSIM ver. 1.0 is a program with an intercative graphical user interface
(GUI) that runs under MATLAB ver. 5.0 or higher. The program can be used
in training and testing the Random Neural Network(RNN) models.
This version (ver. 1.0) implements only the 3 layer feed forward RNN model.
In the next versions, the multi hidden layers and the recurrent RNN models
can be implemented. To obtain faster training, the training section can be
written as a MEX file and invoked from the GUI.
If you have the m files in the directory rnnsim for example, then you can
run the program following the next steps:
1- run MATLAB as usual
2- from the MATLAB command window, write cd rnnsim
3- from the MATLAB command window, write rnnsim
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Size: 63488 |
Author: hacen |
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Description: 本算法是matlab神经网络工具箱提供的函数建立了利用GRNN和RNN分别建立各个属性及属性组合与鸢尾花种类间的识别模型。-The algorithm is matlab neural network toolbox provides functions to establish the use of GRNN and RNN were established with various attributes and attribute combinations between species of iris recognition model.
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Author: |
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Description: Detection and classification of power quality disturbances ST and RNN.pdf
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Author: arun |
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Description: RNN神经网络的基本概念。改进的RNN神经网络的基本概念的应用-Sequence prediction and classification are ubiquitous and challenging problems in machine learning that can require identifying complex dependencies between temporally distant inputs. Recurrent Neural Networks (RNNs) have the ability,
in theory, to cope with these temporal dependencies by virtue of the short-term memory implemented by their recurrent (feedback) connections.
However, in practice they are difficult to train successfully when the long-term memory is required.
This paper introduces a simple, yet powerful modification to the standard RNN architecture, the
Clockwork RNN (CW-RNN), in which the hidden
layer is partitioned into separate modules, each
processing inputs at its own temporal granularity,
making computations only at its prescribed clock
rate. Rather than making the standard RNN models more complex, CW-RNN reduces the number
of RNN parameters, improves the performance
significantly in the tasks tested, and speeds up the
network uation. The network is demo
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Size: 606208 |
Author: 大夫 |
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Description: RNN神经网络的应用和概念，RNN源代码和使用方法-You can find that the parameters `(W, U, V)` are shared in different time steps. And the output in each time step can be**softmax**. So you can use**cross entropy** loss as an error function and use some optimizing method (e.g. gradient descent) to calculate the optimized parameters `(W, U, V)`.
Let recap the equations of our RNN:
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Author: 大夫 |
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Description: rnn maltab时间序列预测实现，深度学习时间序列预测实现-realization of RNN
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Size: 2048 |
Author: cherry |
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Description: 此代碼實現多層遞歸神經網絡（RNN，LSTM和GRU）從字符級語言模型訓練/採樣。換句話說，模型採用一個文本文件作為輸入和火車一個遞歸神經網絡的學習來預測下一個字符的序列。-This code implements multi-layer Recurrent Neural Network (RNN, LSTM, and GRU) for training/sampling character-level language models. In other words the model takes one text file as input and trains a Recurrent Neural Network that learns to predict the next character in a sequence.
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Size: 458752 |
Author: Ed |
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Description: RNN matlab 例程，有多个源码，比较简单，分享给初学者们(RNN matlab routines, there are multiple source code, relatively simple to share with beginners)
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Size: 2048 |
Author: lubyn
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Description: RNN 学习代码，没有借助框架，纯代码实现(This is a RNN demo tutorial, rely on no framework like TF, just write with basic python language)
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Author: zhanghl
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Description: 关于elman RNN递归神经网络的MATLAB实现(implementation of elman RNN)
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Size: 2048 |
Author: lj201166
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Description: RNN实现代码，用RNN实现简单加法，没用运用python里面的包(RNN code,RNN with simple addition, not by the use of Python inside the package)
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Size: 2048 |
Author: gongqiqi
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Description: a documentation to introduce RNN
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Author: asdfasdfaa |
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Description: SHOW AN EXAMPLE ABOUT RNN
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Author: SeverusZhu |
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Description: 利用MATLAB实现循环神经网络的例子，便于大家更好的理解循环神经网络RNN的原理。(The example of recurrent neural network is implemented by MATLAB, so that you can have a better understanding of the principle of recurrent neural network RNN.)
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Size: 1024 |
Author: WG_JNU |
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Description: 一种rnn例程，可以直接运行，数据可以更改(A rnn routine that can be run directly)
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Size: 2048 |
Author: walle2018 |
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Description: 循环神经网络RNN 实现字符串预测
本教程将以字符预测为例，说明如何利用RNN预测基于当前输入和隐藏状态的下一个字符。(Use recurrent neural network RNN to implement string prediction.
This tutorial will use character prediction as example to show how to use RNN to predict next character based on current input and hidden state.)
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Author: April_tianyu |
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Description: 用matlab做的预测的例子，采用rnn循环神经网络实现，亲测可用(Using MATLAB to do the prediction example, using recurrent neural network RNN implementation, pro test available.)
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Size: 13312 |
Author: qwertyuiasdfghjk |
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Description: RNN时序预测(RNN series predict)
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Author: demonababy |
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Description: 作为刚开始研究RNN 的小白，可以看RNN和LSTM的ｍａｔｌａｂ程序，本人刚开始学习 ，把找到的资源分享给大家。(As a novice who just started researching RNN, you can see the matlab program of RNN and LSTM. I just started to learn and share the resources I found.)
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Author: 小可爱5 |
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