Iterative training in NN toolbox (Matlab)

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I am going to make a brief explanation so you can understand better my problem.

I have multiple sequences of 119 3D points. Each sequence of 119 3Dpoints corresponds to an epileptic seizure of a patient. In these sequences I have the first 72 points labeled as a zero (corresponding to a non-seizure zone) and the 24 last points labeled as a 1 (corresponding to a seizure zone). The rest of the points are not labeled.

I would like to use this labeled data to train a time-delayed neural network (NN toolbox matlab) and to test with some other sequences.

I have tried training my model iteratively with my different chunks of data but the results I get when I test my network are really bad and recognise everything as non-seizure zone(0).

Do you have any ideas on how I should proceed?

asked 25 secs ago

jgarciax

1

Iterative training in NN toolbox (Matlab)