Similarity to Normals - Dyslexia and Learning Difficulty Solutions

Cosine Similarity

We have developed a metric to measure how similar a person's brainwaves are to those of healthy individuals. This measurement evaluates how similar two vector values are in hyper-space and plays a significant role in Machine Learning and Artificial Intelligence. According to this metric, the EEG data of individuals who have used Auto Train Brain for 3, 6, and 9 months gradually resemble the EEG data of normal individuals over time.

Gender	Age	Number of Sessions	Previous Similarity	Next Similarity	Difference
K	11	633	0.40	0.97	0.57
E	8	480	0.47	0.94	0.47
E	14	272	0.61	0.97	0.36
K	10	220	0.61	0.94	0.33
K	10	229	0.67	0.95	0.28
K	12	501	0.72	0.95	0.23
E	9	500	0.73	0.95	0.22
K	11	289	0.70	0.92	0.22
E	11	364	0.70	0.90	0.20
K	6	706	0.75	0.90	0.15
K	13	320	0.77	0.92	0.15
E	7	500	0.82	0.95	0.13
E	5	750	0.86	0.95	0.09
K	8	750	0.86	0.95	0.09
E	14	533	0.87	0.95	0.08
K	13	533	0.87	0.95	0.08
K	12	500	0.88	0.96	0.08
K	8	995	0.90	0.95	0.05
K	10	360	0.86	0.91	0.05
E	8	500	0.91	0.95	0.04
K	6	254	0.91	0.96	0.04
E	15	500	0.93	0.93	0.00