Main (nengolib)

Extensions

Network(*args, **kwargs) Drop-in replacement for nengo.Network.
Connection(pre, post[, solver, solver, weights]) Drop-in replacement for nengo.Connection.

Learning

learning.RLS([learning_rate, pre_synapse]) Recursive least-squares rule for online decoder optimization.

Neurons

neurons.init_lif(sim, ens[, x0, rng]) Initialize an ensemble of LIF Neurons to represent x0.

Processes

processes.Callable(func[, default_dt, seed]) Adapter to convert any callable into a nengo.Process.

Solvers

solvers.Temporal([synapse, solver]) Solves for connection weights by accounting for the neural dynamics.