IEEE Transactions on Systems Man and Cybernetics · 1983 · 167 citations · 15 references
Life SciencesNeurobiologyNeuroscienceDynamical SystemsNeurophysiologySystems NeuroscienceChaos TheoryNeural ModelingNeural OscillationsNeural System ModelingNeuronal DynamicsNonlinear DynamicsChaos In Biological SystemsChaotic DynamicsChaotic Neural DynamicsNeural Dynamical SystemsNeural Feedback SystemsNonlinear FeedbackNonlinear SystemsPeriodic Forcing
Deterministic mathematical models of neural systems can give rise to complex aperiodic (`chaotic') dynamics in the absence of stochastic fluctuations (`noise') in the variables or parameters of the model or in the inputs to the system. The authors show that chaotic dynamics are expected in nonlinear feedback systems possessing time delays such as are found in recurrent inhibition and from the periodic forcing of neural oscillators. The implications of the possible occurrence of chaotic dynamics for experimental work and mathematical modeling of normal and abnormal functions neurophysiology are mentioned.
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Simple mathematical models with very complicated dynamics
Robert M. May · Nature · 1976 · 6.9K citations
Pacemaker Neurons: Effects of Regularly Spaced Synaptic Input
Donald H. Perkel, Joseph H. Schulman, Theodore H. Bullock et al. · Science · 1964 · 304 citations
Michael R. Guevara, Leon Glass · Journal of Mathematical Biology · 1982 · 264 citations