Quantifying chaotic oscillations from noisy interspike intervals with Lyapunov exponents

In this paper we consider the problem of characterizing chaotic dynamics from noisy sequences of return times. We discuss features of computing the largest Lyapunov exponent and restrictions of the reliable estimation of the second exponent. We illustrate the ability of characterizing dynamics of small networks of chaotic oscillators for the case of under-threshold input signals.