Code for paper presented at XL Annual Meeting of Indian Academy of Neurosciences (IAN 2022) , 8-10 December 2022 , Department of Biomedical Engineering, NEHU, Shillong, India.
Classification of EEG data (2s epochs): Control, Interictal, Peri-ictal Note: Ictal not chosen - this algorithm is to be optimized for prediction of epilepsy onset
Methods
- 1D CNN (97% accuracy) - (Increase with more data, training epochs, filters)
Code for simulation of real-time classification present in epilepsy_classification_1DCNN.py
