Population Encoding With Hodgkin–Huxley Neurons

@article{Lazar2010PopulationEW,
  title={Population Encoding With Hodgkin–Huxley Neurons},
  author={Aurel A. Lazar},
  journal={IEEE Transactions on Information Theory},
  year={2010},
  volume={56},
  pages={821-837}
}
The recovery of (weak) stimuli encoded with a population of Hodgkin-Huxley neurons is investigated. In the absence of a stimulus, the Hodgkin-Huxley neurons are assumed to be tonically spiking. The methodology employed calls for 1) finding an input-output (I/O) equivalent description of the Hodgkin-Huxley neuron and 2) devising a recovery algorithm for stimuli encoded with the I/O equivalent neuron(s). A Hodgkin-Huxley neuron with multiplicative coupling is I/O equivalent with an Integrate-and… CONTINUE READING

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