Ever notice it’s harder to focus after a bad night's sleep? If teens have a bad night's sleep they might feel more groggier and down in the morning and the reason for that is that sleep is an essential thing that every person needs and without the right amount it damages the mind. Sleep Sleep plays an important role in the physical, social mental well being of teens: if a teen does not get enough sleep they have memory, focus and mood problems. For example sleep helps to

Our founder, Emily B, publishes her answer to a few questions posed to her during the college admissions process. They are heartfelt, genuine, and vulnerable.

Abstract I investigate strategies for semantic decoding from minimal-channel, consumer-grade EEG systems. Using only four electrodes and 50–100 word stimuli, I evaluate convolutional architectures on two semantic tasks including emotional valence and part-of-speech discrimination (specifically, noun/verb classification). To address limited data, I introduce (1) a data amplification method based on short-time FFT snapshots and (2) an embedding-constrained EEG architecture that