Weakly pulse-coupled oscillators, FM interactions, synchronization, and oscillatory associative memory

  title={Weakly pulse-coupled oscillators, FM interactions, synchronization, and oscillatory associative memory},
  author={Eugene M. Izhikevich},
  journal={IEEE transactions on neural networks},
  volume={10 3},
We study pulse-coupled neural networks that satisfy only two assumptions: each isolated neuron fires periodically, and the neurons are weakly connected. Each such network can be transformed by a piece-wise continuous change of variables into a phase model, whose synchronization behavior and oscillatory associative properties are easier to analyze and understand. Using the phase model, we can predict whether a given pulse-coupled network has oscillatory associative memory, or what minimal… CONTINUE READING
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