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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  
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  
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