The conceptual model and computer simulations results of path integration in freescalable nonlinear oscillator neural networks with even cyclic inhibition (ECInetworks) are discussed in this paper. To estimate the phase shifting under input impact the ECInetworks contain two subsystems namely reference and information ones. The population of reference (nonencoding) oscillatory units has significant role in generation and stabilization of numerous time scales despite it don’t assist directly in the phase pattern encoding of input signals.