Despondency is considered by WHO as the principle supporter of worldwide handicap and it presents hazardous dangers to roughly all parts of human existence, specifically open and private wellbeing. This psychological issue is normally described by impressive changes in sentiments, schedules, or considerations. As for the way that early conclusion of this disease would be of the basic significance in successful treatment, a few advancements have happened in the motivation behind wretchedness recognition. EEG signals mirror the functioning status of the human cerebrum which are viewed as the most legitimate apparatuses for a downturn analysis. Profound learning calculations have the limit of example revelation and removing highlights from the crude information which is taken care of into them. Attributable to this critical trait of profound learning, as of late, these techniques have seriously used in the assorted examination fields, explicitly medication and medical care. Accordingly, in this article, we intended to survey all papers focused on utilizing profound figuring out how to recognize or foresee burdensome subjects with the assistance of EEG signals as information.