deconvolution

The deconvolution module within the temporal decoding module includes the algorithm responsible for reconstructing the original continuous signal from spike trains generated by any of the Deconvolution family encoders. Since the encoding methods in this family share a common reconstruction approach based on causal linear filtering with the same FIR filter used during encoding, a single unified decoder is able to handle all of them.

Contents of the deconvolution folder:

  • Deconvolution Decoder: A unified decoding algorithm compatible with spike trains produced by the Hough Spiker (HSA), Modified Hough Spiker (MHSA), and Ben’s Spiker (BSA) encoders.

Below, you will find links to the specific modules for the deconvolution decoding algorithm: