How delays affect neural dynamics and learning

• Published in: IEEE transactions on neural networks Vol. 5; no. 4; pp. 612 - 621
• Main Authors: Baldi, P., Atiya, A.F.
• Format: Journal Article
• Language: English
• Published: New York, NY IEEE 01.07.1994; Institute of Electrical and Electronics Engineers
• Subjects: Applied sciences; Bifurcation; Biological system modeling; Convergence; Delay effects; Electric, optical and optoelectronic circuits; Electronics; Exact sciences and technology; Frequency; Limit-cycles; Neural networks; Neurons; Predictive models; Stability; Oscillatory instability; Theoretical study; Time curve; Delay time; Neural network; Modeling; Convergence speed

We investigate the effects of delays on the dynamics and, in particular, on the oscillatory properties of simple neural network models. We extend previously known results regarding the effects of delays on stability and convergence properties. We treat in detail the case of ring networks for which w...