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Advances, Systems and Applications

Table 2 Variables and their description

From: ConvLSTMConv network: a deep learning approach for sentiment analysis in cloud computing

Variables

Description

W

weight matrix

Wix

the matrix of weights from the input gate to the input

b

bias vector

bi

the input gate bias vector

σ

the logistic Sigmoid function

i

input gate

f

forget gate

o

output gate

c

cell activation vector m

g

the cell input activation functions

h

the cell output activation functions

the product of the vectors

r

the recurrent unit activations

p

optional non-recurrent unit activations