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Ahmed


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Batch and input shape to DL model
I have a dataset for single channel EEG signal, each record is represented by a vector 1*4000 No I have a DL model where the in...

3 months ago | 1 answer | 0

1

answer

Question


How to evaluate my model using a graph and how to reduce overfitting?
Hello, I have a DL model that is used to exract embeddings from raw data, | plot the loss vs itterations and I get a noisy sign...

4 months ago | 1 answer | 0

1

answer

Question


Different results accross multiple runs
Hello, I'm facing a problem that when i run same classification algorithm multiple times, I find that the accuracy results diff...

4 months ago | 1 answer | 0

1

answer

Question


EEG Channel Selection Algorithm for Classification Problem
I'm working on a classification problem using eeg signals, each record is 62 channel * number of timesteps. I want to reuce the ...

8 months ago | 1 answer | 0

1

answer

Question


Machine and Deep Learning Books using MATLAB
I am looking for books that explain the machine and deep learning algorithms using MATLAB. I found books but they are working wi...

8 months ago | 1 answer | 0

1

answer

Question


EEG sequencies visualization ideas
I'm looking for ideas on how to visualize my EEG signal data for sequence classification. My dataset consists of 62 channels, an...

8 months ago | 2 answers | 0

2

answers

Question


MinLength in the sequenceInputLayer and SignalLength in cwtLayer
How to set the parameter MinLength in the sequenceInputLayer and SignalLength in cwtLayer. Knowing that I'm working on a sequenc...

8 months ago | 1 answer | 0

1

answer

Question


EEG Data Augmentation (Increasing data sequencies)
I'm looking for advice on how to increase the number of EEG sequences from my current dataset. I have only 15 EEG recordings, ea...

8 months ago | 1 answer | 0

1

answer

Question


Time-Frequency Feature Embedding with Deep Metric Learning
I have a piece of code on MathWorks documentation. The code for classification EEG using supervised contrastive learning. It sta...

10 months ago | 1 answer | 0

1

answer