Threshold

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Threshold#

class brainstate.nn.Threshold(threshold, value)#

Thresholds each element of the input Tensor.

Threshold is defined as:

\[\begin{split}y = \begin{cases} x, &\text{ if } x > \text{threshold} \\ \text{value}, &\text{ otherwise } \end{cases}\end{split}\]
Parameters:

  • threshold (float) – The value to threshold at.

  • value (float) – The value to replace with.

  • Shape

  • -----

  • Input (-)

  • Output (-)

Examples

>>> import brainstate.nn as nn
>>> import brainstate
>>> m = nn.Threshold(0.1, 20)
>>> x = brainstate.random.randn(2)
>>> output = m(x)
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