Softplus Activation Function

Softplus Activation Function

Usage

softplus(x)

Arguments

x

numeric vector

Value

numeric vector

See also

Other Activation Functions: ELU(), GELU(), PReLU(), ReLU(), SELU(), Swish(), dELU(), dGELU(), dPReLU(), dReLU(), dSELU(), dSwish(), dlReLU(), dsoftplus(), lReLU()

Author

Matthew L. Fidler

Examples

softplus(c(-1, 0, 1, 2))
#> [1] 0.3132617 0.6931472 1.3132617 2.1269280

# You can use rxode2 too:

r <- rxode2({
 s <- softplus(time)
})
#>  
#>  
#> using C compiler: ‘gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’

e <- et(c(-1, 0, 1, 2))

rxSolve(r, e)
#> ── Solved rxode2 object ──
#> ── Parameters (value$params): ──
#> # A tibble: 1 × 0
#> ── Initial Conditions (value$inits): ──
#> named numeric(0)
#> ── First part of data (object): ──
#> # A tibble: 4 × 2
#>    time     s
#>   <dbl> <dbl>
#> 1    -1 0.313
#> 2     0 0.693
#> 3     1 1.31 
#> 4     2 2.13