Disclosed is a deep neural network-based conscious state determination device, which includes: a collection unit for collecting brain signals; a preprocessing unit for generating 3D EEG information; a learning model generation unit for learning the awakening state of the 3D EEG information and learning the awakening state of the 3D EEG information; a consciousness level evaluation unit for inputting 3D EEG information into a model to calculate arousal probability and awareness probability; a consciousness state determination unit for determining a consciousness state; and an output unit for outputting a state of consciousness.
DEEP NEURAL NETWORK BASED CONSCIOUS STATE DETERMINATION DEVICE AND METHOD