Create layer configuration list

Create layer configuration list

layer(nodes, activation = NULL)

Arguments

nodes	Number of nodes
activation	Optional activation function vector defined as [function, function_derivative] This parameter is required for all hidden and final layers. Check out Activation enum for available functions.

Value

Layer configuration list.

Examples

input_layer <- layer(nodes = 4)

hidden_layer <- layer(
  nodes = 6,
  activation = Activation$SIGMOID
)

layer_with_custom_activation <- layer(
  nodes = 6,
  activation = c(
   function(input) {
     1 / (1 + exp(-input))
   },
   function(input, output) {
     output * (1 - output)
   }
  )
)