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Add Spiking AIS Estimator for Spike Trains#106

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KnightFizz:origin/continous_time_AIS
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Add Spiking AIS Estimator for Spike Trains#106
KnightFizz wants to merge 1 commit intojlizier:masterfrom
KnightFizz:origin/continous_time_AIS

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@KnightFizz KnightFizz commented Jul 5, 2025

Pull Request: Add Spiking AIS Estimator for Spike Trains

Summary

This pull request introduces an implementation of the Active Information Storage (AIS) estimator for spike trains. This implementation shares the overall structure of a Spiking Transfer Entropy (TE) estimator using KSG method but uses a different surrogate‐generation strategy tailored to AIS.

Files Included

1. SpikeTrainAISTesting.py

  • Testing file with possion process

2. ActiveInformationStorageCalculatorSpiking.java

  • Implementation of spiking AIS

@KnightFizz KnightFizz closed this Jul 5, 2025
@KnightFizz KnightFizz reopened this Jul 28, 2025
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