Publication

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Time encoding is a formal method of mapping amplitude information into a time sequence. We show that under simple conditions, bandlimited stimuli encoded with an integrate-and-"re neuron withan absolute refractory period can be recovered loss-free from the neural spike train at its output. We provide an algorithm for perfect recovery and derive conditions for its convergence.

Reference

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@article{LAT04,
  author = "A. A. Lazar and L. T. Toth",
  title = "Perfect Recovery and Sensitivity Analysis of Time Encoded Bandlimited Signals",
  year = 2004,
  journal = "IEEE Transactions on Circuits and Systems-I: Regular Papers",
  volume = 51,
  number = 10,
  pages = "2060-2073",
  month = "Oct",
  keywords = "time encoding, integrate, fire neurons, frames, time decoding"
}