An overcomplete stitching algorithm for time decoding machines

@article{Lazar2008AnOS,
  title={An overcomplete stitching algorithm for time decoding machines},
  author={Aurel A. Lazar and Ern{\"o} K. Simonyi and L{\'a}szl{\'o} T{\'o}th},
  journal={IEEE Transactions on Circuits and Systems I: Regular Papers},
  year={2008},
  volume={55},
  pages={2619-2630}
}
We investigate a class of finite-dimensional time decoding algorithms that: (1) is insensitive with respect to the time-encoding parameters; (2) is highly efficient and stable; and (3) can be implemented in real time. These algorithms are based on the observation that the recovery of time encoded signals given a finite number of observations has the property that the quality of signal recovery is very high in a reduced time range. We show how to obtain a local representation of the time encoded… CONTINUE READING

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