DocumentCode :
1984129
Title :
Symposium on neural network dynamics
Author :
Ozcan, Onur
Volume :
4
fYear :
2001
fDate :
2001
Abstract :
Summary form only given. The resurgence of artificial neural networks in the past decade has affected basic and applied research in neural and cognitive sciences and has generated numerous models that address centuries old questions confronted by neuroscientists and neural engineers. Computational and silicon based models involving dynamics of neural networks play increasingly larger roles in the quantitative formulation of these questions. Topics such as perception, consciousness, memory and will are no longer quantitatively untouchable subjects. They can be formulated with biologically realistic models and tested experimentally. The emerging discipline of neural network dynamics strives to understand the organizational principles and underlying mechanisms of the biology and behavior of neural systems in nature. It coalesces the new emerging fields in engineering and physical sciences including nonlinear dynamics, chaos, wavelets and time-frequency distributions, informatics, silicon and nanotechnologies with the molecular, cellular, systems physiology, cognitive and behavioral neuroscience. To highlight this emerging discipline, we devote this symposium to the neural network dynamics related research.
Keywords :
biocybernetics; brain models; cognitive systems; neural nets; neurophysiology; artificial neural networks; behavioral neuroscience; biologically realistic models; chaos; cognitive neuroscience; computational models; consciousness; informatics; memory; nanotechnologies; neural network dynamics; neural sciences; nonlinear dynamics; organizational principles; perception; silicon based models; systems physiology; time-frequency distributions; wavelets; will;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1019756
Filename :
1019756
Link To Document :
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