Dynamics of Analog Neural Networks with Time Delay

Part of Advances in Neural Information Processing Systems 1 (NIPS 1988)

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Charles Marcus, R. Westervelt


A time delay in the response of the neurons in a network can induce sustained oscillation and chaos. We present a stability criterion based on local stability analysis to prevent sustained oscillation in symmetric delay networks, and show an example of chaotic dynamics in a non-symmetric delay network.