Technology Lecture: New Approaches to Neuro-Fuzzy Modelling
Date: 04 May 2007 - 04 May 2007
Venue: Auditorium, Tower Block, SIMTech, 71 Nanyang Drive
Over the past decade, artificial intelligence has evolved from a field of laboratory demonstrations to a field of significant commercial value. This invited lecture will introduce new neuro-fuzzy systems (NFS). Firstly, basic NFS structures are presented and flexibility issues are discussed. A high accuracy of flexible neuro-fuzzy systems is emphasised. A new method for designing of such systems is developed. In the second part of the lecture, special neuro-fuzzy systems are studied: two neuro-fuzzy systems, relation neuro-fuzzy systems and rough-neuro-fuzzy systems. Finally, a method for evaluation of neuro-fuzzy systems is described.
About Prof Leszek Rutkowski
Prof Leszek Rutkowski is a leading figure for developing neuro-fuzzy systems. His research interests include neural networks, fuzzy systems, computational intelligence, pattern recognition and systems identification. He published over 150 technical papers in various series of IEEE Transactions and books. He is also President and Founder of the Polish Neural Networks Society and Chairman of the Polish Chapter of the IEEE Computational Intelligence Society. He has organised and served as General Chair of the international conferences on neural networks, soft computing and artificial intelligence held in Poland since 1996. Prof Rutkowski was an Associate Editor of the IEEE Transactions on Neural Networks and was elected Member of the Polish Academy of Sciences in 2004. He is also the recipient of the 2005 IEEE Transactions Neural Networks Outstanding Paper Award. In November 2004 he was awarded by the IEEE Fellow Membership Grade for contributions to neurocomputing and flexible fuzzy systems. He is also the Chairman of the Standards Committee of the IEEE Computational Intelligence Society.
Who Should Attend
Industry professionals, R & D managers, engineers from the logistics, electronics, precision and transport engineering clusters. Researchers, academic staff and students.
Free admission. All are welcome. Registration is on a first-come-first-served basis. Please include name of participant, company name, contact number and email address when you register via: eventsPostmaster@SIMTech.a-star.edu.sg