http://epileptologie-bonn.de/cms/front_content.php?idcat=193&lang=3
A | B | C | D | E |
---|---|---|---|---|
Non-Epileptic | Non-Epileptic | Epileptic |
Epileptic |
Epileptic |
Eyes Opened | Eyes Closed | Interictal | Interictal | Ictal |
*This dataset is obviously not "big" enough for powerful deep learning, but good enough as a starting point.
[ToDo]
[nsert Table 3 from (Djemili et al., 2016)]
(Ullah et al., 2018) - CNNs
- A vs E: 100%
- B vs E: 99.6%
- AB vs E: 99.7%
- C vs E: 98.5%
- D vs E: 99.3%
- CD vs E: 99.7%
(Ahmedt-Aristizabal et al., 2018) - LSTM
- A vs E: 99.5%
- D vs E: 96.5%
(Djemili et al., 2016)
- A vs E: 100%
- D vs E: 97.7%