Recurrent neurons (and in particular LSTM cells) demonstrated to be efficient when used as
basic blocks to build sequence to sequence architectures, which represent the state-of-the …

Custom power devices (CPD) are used to protect conventional and sensitive loads against
power quality disturbances such as voltage sag/swell and harmonic distortion in power …

The research shows that primary pipe network leak will cause the fluctuations of temperature
and conductance around the leak point. There is a complex non-linear relationship between …

The electroencephalogram (EEG) is a record of brain activity. Brain Computer Interface (BCI)
technology formed by the EEG signal has become one of the hotspots at present. How to …

Analyzing chaotic observations generated from some unknown nonlinear dynamics
presents significant challenges for modeling the process and predicting future evolutions …

In electric power systems, power cable operation under normal conditions is very important.
Various cable faults will happen in practical applications. Recognizing the cable faults …

Chaotic dynamics are the paradigm of complex and unpredictable evolution due to their built-
in feature of amplifying arbitrarily small perturbations. The forecasting of these dynamics has …

A circuit that makes use of chaos or self-organized criticality to generate a matrix of bits for
computation and information processing. The example embodiment utilizes CMOS circuitry …

This dissertation is submitted in partial fulfillment of the requirement for the degree of
Philosophiae Doctor (PhD) at the University of Stavanger, Norway. The study was carried …

A new manner of estimating complexity, suitable for short time series, is proposed. Final part
of a time series we represent as linear combination of previous subseries. Permutations …