Networks with time structure from time series

► We describe a new method for constructing a network from a given time series data. ► The network is based on a deterministic model from a time series. ► The time structure is fully and directly incorporated in the network. ► The network contains time-dependent nodes and links. ► The network can visualize the transition in the nature of the oscillation.