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Shubham Baisthakur


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stftLayer error: "Size of input in T dimension must be greater than or equal to window length" despite correct input shape
Hi everyone, I'm encountering a confusing issue when using the stftLayer in MATLAB's Deep Learning Toolbox. I'm trying to pass ...

5 months ago | 1 answer | 1

1

answer

Question


Data handling in LSTM custom loops
I have written a custom loop to train an LSTM model for sequence-to-sequence regression. I am passing the training data as a cel...

2 years ago | 1 answer | 0

1

answer

Question


Low frequency response from LSTM model
How to get low frequency output from LSTM network? Following is the time history response of my input features, which has relati...

2 years ago | 1 answer | 0

1

answer

Question


Minimum Redundancy Maximum Relevance (MRMR) Algorithm for feature selection of regression models
Why does the Matlab's page on feature selection mention that MRMR method can be used only for classification models, when Matlab...

2 years ago | 1 answer | 0

1

answer

Question


Why Are Hidden State and Cell State Vectors Zero After Training an LSTM Model with trainNetwork Functionality?
I am training an LSTM model using the trainNetwork functionality and follwing is the architecture of my model: layers = [ ....

2 years ago | 1 answer | 0

1

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Question


How to create Custom Regression Output Layer with multiple inputs for training sequence-to-sequence LSTM model?
For the neural network architecture I am using for my problem, I would like to define a Regression Output Layer with a custom lo...

2 years ago | 1 answer | 0

1

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Question


Custom loss function with LSTM for Physics Informed Machine Learning
I want to train a LSTM model to prdict time history response of a dynamical system. I have defined a physics based loss function...

2 years ago | 1 answer | 0

1

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Question


How to use a neural network model generated using feedforwardnet in code generation?
I am getting an error: "Object type "Network" is not supported for code generation". I have tried using coder.loadDeepLearningNe...

2 years ago | 1 answer | 0

1

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