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Feature #757

open

Feature #603: Deep Learning based Brain Computer Interface for Silent Speech, SSVEP and Eye Blink Approaches

Siamese Neural Network Twin Model Implementation using EEG Signals Epoched Data

Added by Kausalya S about 3 years ago. Updated over 2 years ago.

Status:
Resolved
Priority:
Normal
Assignee:
Kausalya S
Start date:
07/25/2023
Due date:
08/04/2023 (over 3 years late)
% Done:

100%

Estimated time:
Planned Due Date:
Actions #1

Updated by Kausalya S about 3 years ago

  • % Done changed from 30 to 100

Implemented with Learning curve, loss and accuracy over epochs, classification report, confusion matrix along with saved model function.

Actions #2

Updated by Kausalya S almost 3 years ago

  • Status changed from New to In Progress
Actions #3

Updated by Kausalya S over 2 years ago

  • Status changed from In Progress to Resolved

1. Tried and Explored Siamese Neural Network Twin Model Implementation using EEG Signals Epoched Data.
2. It is unsupervised learning not working properly for the supervised problem. So, removed from integration with the MiME Application.

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