Activations functions (reservoirpy.activationsfunc)#

Activation functions for reservoir, feedback and output.

get_function(name)

Return an activation function from name.

identity(x)

Identity function.

sigmoid(x)

Sigmoid activation function.

tanh(x)

Hyperbolic tangent activation function.

relu(x)

ReLU activation function.

softmax(x[, beta])

Softmax activation function.

softplus(x)

Softplus activation function.