Nonna Ye. Kulishova

Work place: Kharkiv National University of Radio Electronics, Kharkiv, Ukraine



Research Interests: Computer systems and computational processes, Computational Learning Theory, Systems Architecture, Image Manipulation, Image Processing


Nonna Ye. Kulishova graduated from Kharkiv National University of Radio Electronics in 1989. She got her PhD in 1998. She is the professor of Media Systems and Technologies Department at KhNURE. Her current research interests are Neuro-Fuzzy Systems; Machine Learning, Image and Video Processing, Color Management.

Author Articles
A Multidimensional Extended Neo-Fuzzy Neuron for Facial Expression Recognition

By Zhengbing Hu Yevgeniy V. Bodyanskiy Nonna Ye. Kulishova Oleksii K. Tyshchenko

DOI:, Pub. Date: 8 Sep. 2017

An article introduces a modified architecture of the neo-fuzzy neuron, also known as a "multidimensional extended neo-fuzzy neuron" (MENFN), for the face recognition problems. This architecture is marked by enhanced approximating capabilities. A characteristic property of the MENFN is also its computational plainness in comparison with neuro-fuzzy systems and neural networks. These qualities of the proposed system make it effectual for solving the image recognition problems. An introduced MENFN’s adaptive learning algorithm allows solving classification problems in a real-time fashion.

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