Advances in epilepsy monitoring by detection and analysis of brain epileptiform discharges.

Brain interictal and pre-ictal epileptiform discharges (EDs) are transient events occurred between two or before seizure onsets visible in intracranial electroencephalographs. In the diagnosis of epilepsy localization sources, both ictal recordings extremely informative. For this propose, computerized intelligent spike detection techniques have been researched constantly improving. This is not only to detect more EDs from over scalp but also classify epileptic non-epileptic discharges. Tensor factorization deep learning advanced powerful which recently suggested for ED detection. Here, our main contribution review recent methods with emphasis on multi-way analysis approaches. These opened a new window management spheres.