Evolving intelligent algorithms for the modelling of brain and eye signals

•Three evolving and stable intelligent algorithms are described.•The evolving and stable intelligent algorithms are used for the modelling of brain signals.•The evolving and stable intelligent algorithms are used for the modelling of eye signals.

In this paper, the modelling problem of brain and eye signals is considered. To solve this problem, three important evolving and stable intelligent algorithms are applied: the sequential adaptive fuzzy inference system (SAFIS), uniform stable backpropagation algorithm (SBP), and online self-organizing fuzzy modified least-squares networks (SOFMLS). The effectiveness of the studied methods is verified by simulations.

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