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1. How to build a Deep Learning network which applies multiple sequence inputs into their corresponding LSTM layers separately, then combines the outputs of LSTM together into a classification layer?
Hi, To build these networks with multiple inputs and multiple outputs you need to understand 3 layers ‘additionLayer’, ‘connect...
2 months ago | 0
deep learning architecture can explain how connected layers and filters
Hi, The layers you've listed are part of a Convolutional Neural Network (CNN) architecture commonly used for image classificati...
2 months ago | 0
Approach to sounds recognition with Machine or Deep Learning techniques?
Hi, To classify different sound using MATLAB you can look at the following example, https://in.mathworks.com/help/audio/gs/cla...
2 months ago | 0
Classify Sound Using Deep Learning database how ?
Hello, Seems like you want to build an audio recognition system, for that you need to learn where to store the dataset and how ...
2 months ago | 0
what kind of neural network is suitable for authentication
Hi, Seems like you want to build a face recognition system along with password control. Validating password with usernames is n...
2 months ago | 0
How to train a neural network
Hi, One of the ways to create a feed forward network in MATLAB is to use the function ‘feedforwardnet.’ Please go through this ...
2 months ago | 0
How to calculate mini-batch MSE value in trainNetwork function?
Hello, I see you're interested in learning more about the trainNetwork function in MATLAB. This function operates similarly to ...
2 months ago | 0
Adding image brightness data augmentation to neural network preprocessing
Hello, I understand that you want to do data augmentation in MATLAB, and for that you need to adjust the brightness in ‘augment...
2 months ago | 0
how can i augment my images data and save it in this path : C:\Users\hp\Desktop\\My papers\CNN 9\2\Data\S\Images
Hello, I understand that you want to know how to do data augmentation in MATLAB. There are a number of ways in which you can us...
2 months ago | 0
How to make convergence criteria for Levenberg-Marquardt algorithm
Hello, From the question I understand you want to know the convergence criteria of Levenberg-Marquardt algorithm. The first c...
2 months ago | 0
change learning rate trainlm
Hello, From what I understand you want to change the learning rate of ‘trainlm’ optimiser. If you go through the documentation ...
2 months ago | 0
matlab r2014a에서 'gwr'은(는) 유형 'struct'의 입력 인수에 대해 정의되지 않은 함수입니다.
Hello, It seems you are facing problem with the ‘gwr’ function in MATLAB, the issue being the function is not able to accept in...
2 months ago | 1
Which classifier is best for image classification?
Hey, When selecting the best networks for image classification, the choice depends on your specific application needs. For inst...
2 months ago | 0
How to create a bucket in a bucket bucket using MATLAB R213nb
Hi, In MATLAB R2013b, when referring to "buckets within buckets," you're likely talking about hierarchical data structures or n...
2 months ago | 0
error using trainNetwork Invalid training data. Responses must be a matrix of numeric responses, or a N-by-1 cell array of sequences, where N is the number of sequences
Hi Arash, Please review this MATLAB answer it would help this case as well, https://in.mathworks.com/matlabcentral/answers/184...
3 months ago | 0
The prediction sequences are of feature dimension 1 but the input layer expects sequences of feature dimension 2.
Hello Arash, The issue seems to lie in how you've structured your data for LSTM training. The input to the time series network ...
3 months ago | 0
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...
3 months ago | 0
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...
3 months ago | 0
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...
3 months ago | 0
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...
3 months ago | 0
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...
3 months ago | 0
| accepted
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...
4 months ago | 0
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...
4 months ago | 0
Training a deep CNN
Hello Ali, In deep Convolutional Neural Networks (CNNs) training, the NCHW and NHWC data formats are widely utilized, with the ...
4 months ago | 0
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...
4 months ago | 0
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 ...
4 months ago | 0
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...
4 months ago | 0
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...
4 months ago | 0
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 ...
4 months ago | 0
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...
4 months ago | 0