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Computational Intelligence and Neuroscience
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Computational Intelligence and Neuroscience
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2018
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Article
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Tab 5
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Research Article
Handwritten Bangla Character Recognition Using the State-of-the-Art Deep Convolutional Neural Networks
Table 5
Computational time (in sec) per epoch for different DCNN models on Digit-10, Alphabet-50, and SpecialChar-13.
Models
Digit-10
Alphabet-50
SpecialChar-13
VGG-16 [
9
]
32
83
15
All-Conv Net [
10
]
7
23
4
NiN [
11
]
9
27
5
ResNet [
12
]
64
154
34
FractalNet [
13
]
32
102
18
DenseNet [
14
]
95
210
58