Does Deep Learning Have Epileptic Seizures? On the Modeling of the Brain

If the development of machine learning and artificial intelligence plays a role in many fields research technology today, it has special relationship with neurosciences. Indeed, historically inspired by our knowledge brain, deep shares some vocabularies neurosciences can sometimes be considered brain’s model. Taking particular example seizure, which develop any biological neural tissue, we question if how models used for capture or model these pathological events. This is starting point to discuss nature, limits, functions models, what expect from brain. Finally, argue that pluralistic approach leading integrated coexistence different necessary study brain all its complexity.