conn2res.reservoir.EchoStateNetwork

class conn2res.reservoir.EchoStateNetwork(*args, activation_function='tanh', **kwargs)[source]

Class that represents an Echo State Network

…

reservoir connectivity matrix (source, target)

Type:: numpy.ndarray

_state

reservoir activation states

Type:: numpy.ndarray

n_nodes

dimension of the reservoir

Type:: int

activation_function

type of activation function

Type:: {‘tanh’, ‘piecewise’}

# TODO

simulate()[source]

set_activation_function()[source]