Table 3 Human emotions response after training for 10,000 epochs with NTA, CTA, and STA (Psigmf/Linear)
From: Artificial neuro fuzzy logic system for detecting human emotions
HE-STA | HE-NTA | HE-CTA | HE-BT | Output |
|---|---|---|---|---|
8.3 | 15.4 | 6.48 | 22 | 1 |
Sadness | Happiness | Fear | Suspense | |
Crying | Imminent threat | |||
11.1 | 16.1 | 11.3 | 20 | 2 |
Sadness | Joy | Sadness | Relief | |
Acute | Acute | |||
13.8 | 16.1 | 15.4 | 16 | 3 |
Joy | Happiness | Joy | ||
10.7 | 16 | 11.8 | 17 | 4 |
Sadness | Joy | Affection | Antic Pleasure | |
Acute | visual | |||
10 | 16 | 4.52 | 21.1 | 5 |
Sadness anticipat | Joy | Embarrass. | Surprise | Â |
15.9 | 16.1 | 15.7 | 16.3 | 6 |
Joy | Joy | Joy | Joy | |
12.7 | 16 | 15.2 | 15.8 | 7 |
Amusem. | Joy | Happiness | Joy | |
10.9 | 10.6 | 3.91 | 13.7 | 8 |
Sadness | Sadness | Disgust | Contentment | |
acute | Acute | mutilation | ||
8.29 | 9.54 | 7.13 | 12.8 | 9 |
Sadness | Sadness | Fear | Amusement | |
crying | anticipat | imminent | ||
21 | 16.1 | 20.7 | 9.01 | 10 |
Surprise | Joy | Surprise | Sadness Non-cry | Â |