Plenary
Lecture
Emotion Modeling in Neural Networks
Professor Adnan Khashman
Founder and Head of Intelligent Systems Research Group (ISRG)
Faculty of Engineering, Near East University
Nicosia, N. Cyprus
E-mail: amk@neu.edu.tr
Abstract: An artificial neural network (ANN) mimics
the structure and function of a biological brain. They
form a vital information and data processing unit in the
future robots. The perception of input data, analysis
and decision making can be performed by a trained ANN.
The problem with such systems, regardless of how
"intelligent" they could be, is their lack of emotions;
a feature specific to biological systems like ours. What
if machines have emotions? Would they perceive
information in a human way? Would their decision be more
correct that non-emotional systems? Are we, the humans,
ready to accommodate systems with emotions in our daily
life? These questions, and more, will be discussed
during the lecture.
Moreover, a review of our recently developed emotional
ANN model will be presented. This emotional ANN has
embedded emotional parameters that model human responses
such as anxiety, confidence, and first impression during
learning a new task and also decision making. A
real-life implementation of this novel emotional ANN
will also be presented, where the developed system is
used to identify blood cells.
Brief Biography of the Speaker:
Adnan Khashman received his Ph.D. and M.Sc. degrees in
electronic engineering from University of Nottingham,
England, UK, in 1992 and 1997, respectively, and his
B.Eng. degree in electronic and communication
engineering from University of Birmingham, England, UK,
in 1991. During 1998-2001 he was an Assistant Professor
and the Chairman of Computer Engineering Department,
Near East University, Nicosia, N. Cyprus. Since 2001 he
is an Associate Professor and Chairman of Electrical and
Electronic Engineering Department at the same
university. From 2007 till 2008 he was also the
Vice-Dean of Engineering Faculty. He is the founder (in
2001) and Head of the Intelligent Systems Research Group
(ISRG) at the same university.
As of 2009 he is a full Professor at the Engineering
Faculty. His current research interests include emotion
modeling in neural networks and their engineering
applications, intelligent systems, image processing and
pattern recognition. Prof. Dr. Khashman has authored and
co-authored more than 65 scientific publications in
books, journals, and conference proceedings.
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