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Concept
Tanh
The
hyperbolic tangent function
, or tanh, is an
activation function
used in
neural networks
that outputs values between -1 and 1, providing a
zero-centered distribution
which can help in
faster convergence
during training. It is particularly useful for handling
negative inputs
and gradients, reducing the likelihood of issues such as the
vanishing gradient problem
compared to the
sigmoid function
.
Relevant Fields:
Differential and Integral Equations 70%
Computer Science and Data Processing 30%
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