Title :
A novel dynamical invariant measure addresses the stability of the chaotic KIII neural network
Author :
Storm, Christian ; Freeman, Walter J.
Author_Institution :
Graduate Group in Biophys., California Univ., Berkeley, CA, USA
Abstract :
The stability of the KIII neural network to parametric variation is studied by employing a dynamically invariant measure which provides statistically regular bounds to the network dynamics
Keywords :
chaos; dynamics; neural nets; physiological models; stability; chaotic KIII neural network; dynamical invariant measure; network dynamics; parametric variation; statistically regular bounds; Additive noise; Biological system modeling; Chaos; Deformable models; Gaussian noise; Neural networks; Nonlinear dynamical systems; Olfactory; Stability; Stochastic resonance;
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-5529-6
DOI :
10.1109/IJCNN.1999.831592
