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Shounak Mitra


MathWorks

17 total contributions since 2017

I am the Product Manager for Deep Learning Toolbox at MathWorks

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Answered
Does Matlab R2019a support Automatic Differentiation in Deep Learning Toolbox (or otherwise)?
Hi, No, 19a doesn't support auto diff. We're actively working on it and hope to support in a later release. Shounak

10일 ago | 0

Answered
How to add a layer to a neural network while keeping the weights and biases of a trained layer constant?
Hi, Re: Alternatively, how can I add one more layer to the neural network without changing the weights on the existing layer/s ...

10일 ago | 0

Answered
Is it possible to combine two neural networks in MATLAB?
Hi Isa, If I understand your question correctly, you want to train 2 neural networks simultaneously and then combine them int...

5달 ago | 1

Answered
Can I give mathworks a few tips on the development of the Deep Learning Toolbox?
Hi Cui, Thanks for your comment. We are actively working on the features you mentioned in your post. We are continuously m...

6달 ago | 1

| accepted

Answered
Convolutional LSTM (C-LSTM) in MATLAB
Hi Jake, Unfortunately, we do not directly support C-LSTM. We are working on it and it should be available soon. -- Sho...

6달 ago | 0

| accepted

Answered
Does anyone know of code for building an LSTM recurrent neural network?
@Chadi: Yes, it does support regression as well. Here's the doc link: https://www.mathworks.com/help/deeplearning/ug/long-short-...

6달 ago | 0

Answered
How to manually calculate a Neural Network output?
Unfortunately, using deepDreamImage() is not possible in this case.

7달 ago | 0

Answered
how to use multiple input layers in DAG net as shown in the figure
Hi Marcello and Arjun, Support for multiple Input layers are not supported as of the 18b release. We are working on it and it...

7달 ago | 2

Answered
Deep Learning - Generating code for trained sequence data
Hi Ramakrishnan, Unfortunately, we do not support code-gen for LSTMs yet. We plan to add that functionality soon. Thanks ...

7달 ago | 0

| accepted

Answered
Question related to deepLearning
Hi Zhi, The error message is very clear. Look at the first layer in AlexNet - the input layer. It accepts inputs of size 227...

7달 ago | 0

Answered
Regarding Multi-label transfer learning with googlenet
We do not support sigmoid activation. You can use the softmax activation function. You don't need to define the neurons in the s...

8달 ago | 0

| accepted

Answered
Transfer learning without imresize or imageDatastore
Hi Michael, Thanks for your question. If you need to resize, apply augmentedimagedatastore to your image datastore - it w...

8달 ago | 0

Answered
Visualizing features and activations in a DAG model
Hi Siva, Great feedback. DAG activations was something that was out with the 18a release in March. Does something like th...

8달 ago | 0

| accepted

Answered
How to transform fully connected layer into convolution layer?
Hello QU, Can you please tell me if you're using a Series or DAG network? The steps to replace a layer is different for these...

10달 ago | 0

Answered
LSTM for Regression in Matlab2017b???
Hi Jake and Mona, Regression for LSTMs has been added in the 2018a release. You can learn more about it at https://www.mathwo...

12달 ago | 0

Answered
Undefined function or variable error using Neural Network Toolbox
options = trainingOptions('sgdm', ... 'MaxEpochs',maxEpochs, ... 'MiniBatchSize',miniBatchSize, ... 'Shuf...

1년 이상 ago | 0

Answered
Does anyone know of code for building an LSTM recurrent neural network?
As of 17b, MATLAB does support LSTMs. Please check https://www.mathworks.com/help/nnet/examples/classify-sequence-data-using-ls...

1년 이상 ago | 0