Contact

Utku Salihoglu,
Université Libre de Bruxelles - IRIDIA
Av. F.D. Roosevelt 50 CP194/06
1050 Brussels - Belgium

Tel. : +32 2 650.27.79
Fax. : +32 2 650.27.15
Mail : usalihog at

Here is my CV.

Awards

Runner-Up Student Paper (IJCNN 2009)
Best Paper (ICONIP 2006) LINK
Best Student Poster Paper (IJCNN 2005) LINK PDF

Publications

International Journals

U. Salihoglu and H. Bersini and Y. Yamaguchi and Colin Molter, Online unsupervised formation of cell assemblies for the encoding of multiple cognitive maps, Neural Networks - Special Issue Invited - 2009 LINK

C. Molter and U. Salihoglu and H. Bersini, The road to chaos by hebbian learning in recurrent neural networks , Neural Computation, January 2007 (19:1) LINK

Chapter in Book

C. Molter and U. Salihoglu and H. Bersini, Giving meaning to cycles to go beyond the limitations of fixed point attractors , in "Neurodynamics of Cognition and Consciousness" , Springer-Verlag Berlin and Heidelberg GmbH & Co. K, August 2007, #ISBN-10: 3540732667, #ISBN-13: 978-3540732662 LINK

International Conference Presentations with proceedings

U. Salihoglu and H. Bersini and Y. Yamaguchi and C. Molter , Online organization of chaotic cell assemblies. A Model for the Cognitive Map Formation?, Proceedings of the IJCNN conference - Atlanta, June, 2009[Runner-Up Student Paper]

U. Salihoglu and C. Molter and H. Bersini, Visual scene identification through complex dynamics in recurrent neural networks to solve the binding problem, Proceedings of the ISNN conference - Beijin, China, September, 2008

U. Salihoglu and C. Molter and H. Bersini, How stochastic noise helps memory retrieval in a chaotic brain, Proceedings of the IJCNN conference - Orlando, August, 2007

C. Molter and N. Sato and U. Salihoglu and Y. Yamaguchi, How reward can induce reverse replay of behavioral sequences in the hippocampus, International Conference on Neural Information Processing (ICONIP), Hong Kong, China, October, 2006. I.King et al. (Eds): LNCS 4232, Springer-Verlag [Best Paper]

C. Molter and U. Salihoglu and H. Bersini, How to prevent spurious data in a chaotic brain, Proceedings of the IJCNN conference - Vancouver, July, 2006. IEEPress: Proc. WCCI 2006 - 1365:1371 PDF

C. Molter and U. Salihoglu and H. Bersini, An interpretative recurrent neural network to improve pattern storing capabilities - dynamical considerations, Proceedings of the Nolta conference - Bruge, October, 2005 PDF

C. Molter and U. Salihoglu and H. Bersini, Phase synchronization and chaotic dynamics in Hebbian learned artificial recurrent neural networks, Workshop of the IJCNN conference - Montreal, July, 2005 PDF

C. Molter and U. Salihoglu and H. Bersini, Introduction of an hebbian unsupervised learning algorithm to boost the encoding capacity of hopfield networks, Proceedings of the IJCNN conference - Montreal, July, 2005 PDF

C. Molter and U. Salihoglu and H. Bersini, Learning cycles brings chaos in continuous hopfield networks, Proceedings of the IJCNN conference - Montreal, July, 2005 [Best Student Poster Paper] PDF

C. Molter and U. Salihoglu and H. Bersini, How chaos boosts the encoding capacity of small recurrent neural networks: learning consideration, Proceedings of the IJCNN conference - Budapest, July, 2004 PDF

Technical Reports

C. Molter and U. Salihoglu and H. Bersini, Storing static and cyclic patterns in an hopfield neural network, Technical Report, Laboratory of artificial intelligence (IRIDIA - ULB), 2005 February PDF

C. Molter and U. Salihoglu and H. Bersini, Hetero-associative symbolic learning using neuromodules, Technical Report, Laboratory of artificial intelligence (IRIDIA - ULB), 2004 May PDF

Master Thesis

U. Salihoglu, Chaos in small Recurrent Neural Networks : theoretical and practical studies, Université Libre de Bruxelles, 2004 PDF

Thesis

U. Salihoglu, Conception d'un planner hiérarchique utilisant Event Calculus, Université Libre de Bruxelles, 2003 PDF

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