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Add decoders algorithms for contrast and deconvolution based encoders#45

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ben9809 merged 14 commits into
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feat/decoders
Apr 21, 2026
Merged

Add decoders algorithms for contrast and deconvolution based encoders#45
ben9809 merged 14 commits into
devfrom
feat/decoders

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@ben9809 ben9809 commented Apr 18, 2026

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This PR introduces two decoder algorithms for temporal contrast and temporal deconvolution-based encoders.

The contrast decoder can decode spike-trains previously encoded with the Moving Window, Threshold-Based Representation, and Step-Forward algorithms, while the deconvolution decoder can do the same on data previously encoded with Bens Spiker, Hough Spiker, and Modified Hough Spiker.

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Codecov Report

✅ All modified and coverable lines are covered by tests.

@@            Coverage Diff             @@
##              dev      #45      +/-   ##
==========================================
+ Coverage   99.76%   99.77%   +0.01%     
==========================================
  Files          21       25       +4     
  Lines         418      448      +30     
  Branches      103      109       +6     
==========================================
+ Hits          417      447      +30     
  Partials        1        1              
Flag Coverage Δ
unittests 99.77% <100.00%> (+0.01%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Components Coverage Δ
TempEncDeconAlgo 100.00% <100.00%> (ø)
TempEncGlobAlgo 100.00% <ø> (ø)
TempEncContAlgo 99.02% <100.00%> (-0.07%) ⬇️
TempEncLatAlgo 100.00% <ø> (ø)
TempEncRateAlgo 100.00% <ø> (ø)
Filters 100.00% <ø> (ø)
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@ben9809 ben9809 marked this pull request as ready for review April 21, 2026 14:01
@ben9809 ben9809 merged commit a04542f into dev Apr 21, 2026
16 checks passed
@ben9809 ben9809 deleted the feat/decoders branch April 21, 2026 14:33
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