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Error occured while training an rnn model for audio denoising
Hello Niteesh, The issue seems to lie in how you've structured your data for LSTM training. The input to the time series networ...

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how to build one to many and many to many LSTM in matlab?
Hi, I understand that you're interested in building various sequence-to-sequence models using LSTM networks. This can be effect...

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matlab read input command
Hi Pali, I understand you want to code a neural network structure with 2 inputs, 1 hidden layer with 4 neurons, and 1 output us...

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What is the difference between sim (RL toolbox) and directly click "run" in the Simulink Model
Hey, I understand that you are facing worse performance when running directly from simulink. Can you please check the following...

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matlab运行这行net =trainNetwork(p_train,t_train,layers,options)就闪退(matlab runs this line net =trainNetwork(p_train,t_train,layers,options) and flashes back)
Hi, Based on the information you provided, it appears that MATLAB crashes when you use the 'trainNetwork' function. Please che...

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| A accepté

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Error using trainNetwork: Predictors must be a N-by-1 cell array of sequences
Hi David, I understand you're aiming to classify the sequence into a categorical variable of either 0 or 1. For a sequence with...

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我在matlab中使用强化学习进行控制在actor的网络最后一层用的是tanhlayer,那么输出的范围应该在-1到1，但是输出的大小却不是
Hi Guiyang, If the output of a tanh layer in your network is not within the expected range of -1 to 1, consider the following p...

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Training a deep CNN
Hello Ali, In deep Convolutional Neural Networks (CNNs) training, the NCHW and NHWC data formats are widely utilized, with the ...

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Partitioning data for Time Series TCN model Training, Validation, and Testing
Hello Isabelle, Based on your description, I think you're seeking the correct method for dividing your time series data into tr...

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How can I get the predicted YValidation data using LSTM model?
Hi Chen, I understand that you want to obtain the Yvalidation from the network, the Xvalidation output which you are using for ...

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Increasing the number of hidden layers in a function fitting neural network seems to improve its performance (apparently without overfitting)
Hey, It seems like you're enhancing your model by adding more neurons, either through increasing the number of hidden layers or...

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How to implement SeriesNetwork in Simulink (Deep Learning)
Hey Patrick, Given that you're working on modeling a series network, I'm under the impression you're employing a Recurrent Netw...

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When changing the output layer transfer function of an ANN to anything different than 'purelin' got a bad response
Hi Jonathan, It appears that you're attempting to process sequence input with a feedforward neural network, which might not be ...

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how to install a network structure with two input,one is imageinput,the other is sequence input?
Hi Zhengyun, It seems you're looking to enhance the performance of a CNN network by incorporating a sequential layer for your i...

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错误378
Hello, Please go through the following MATLAB answer, https://www.mathworks.com/matlabcentral/answers/1836663-service-error-3...

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Root locus with two inputs?
Hello Justin, Certainly! To get a root locus plot from a Simulink model, follow these steps: Linearize your Simulink model to ...

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LSTM - multiple time series with multiple features
Hello, I understand that you're gathering data at every "y" time interval and creating sequences at every "x" time interval wit...

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Zero Mini-batch Accuracy and drastic increase in Mini-batch Loss during LSTM training Network
Hello Poorya, I understand that you're experiencing an issue where your network's mini-batch accuracy suddenly falls to zero. I...

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automation of code for many variables
Hi Amit, When you're working with a substantial number of variables in MATLAB, particularly from CSV file imports, adopting a s...

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| A accepté

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HELP, how can I improve the neural network?
Hello Giuseppe, Based on your query, it seems you're working on seq2seq modeling with the ‘timedelaynet’, where active power is...

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Exponential Error Model Missing in Nonlinear Regression Functions
Hey Rob, From my understanding, you're looking for an explanation as to why 'nlinfit' and 'fitnlm' don't support exponential er...

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ThingSpeak not downloading historical data
Hello Doron, From what I gather, you're looking to retrieve data from ThingSpeak that extends beyond a 90-day period. I trust y...

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I want to know how to train LSTM neural network for regression with multiple inputs and multiple outputs?
Hello Iasini, From what I gather, you're looking to develop a neural network capable of handling multi-input, multi-output sequ...

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How to change the activation function in Output Layer?
Hello Cuthbert, From what I gather, you are looking to manually implement an activation function and assign this custom functio...

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Fit the dependences by straight lines passing through the origin.
Hey Emilia, It seems you want to fit a linear regression model for 2 features without a bias term so that it passes through the...

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How can I predict the time series output with the non-time series input?
Hello Thonn, It seems you're looking to conduct single-input, multi-output sequence training. To accomplish this, you'll need t...

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Unable to launch MATLAB in Ubuntu 22.04
Hello Neelakanteshwar, You can open MATLAB in ubuntu using command line. Apart from that there is a package matlab-support whic...

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Can I import my own deep reinforcement learning algorithm based on PyTorch, which is written in Python, into MATLAB/Simulink?
Hello yfxcore, Should you encounter difficulties with the ‘importNetworkFromPyTorch’ function, there are two alternative strate...

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自己在python编写的基于pytorch的深度强化学习算法能否导入matlab/simulink
Hello yfxcore, You can indeed import Pytorch and TensorFlow models into MATLAB/Simulink. To do so for Pytorch, you can use the ...

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I am developing LSTM network in that I am getting error as "Invalid training data. Sequence responses must have the same sequence length as the corresponding predictors"
Hi PRAMOD, It seems there's a misunderstanding in how you're utilizing the ‘sequenceInputLayer.’ The correct number of inputs f...

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