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A efficient python implementation of various single and multi-spike tempotron learning tasks

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Tempytron code

A continuous time (semi-analytic!) implementation of single and multi spike tempotron learning algorithms.

tempytron_main.py

Parses options and runs one of a set of classifer & learning algorithm combinations using the codebase stored in tempytron_lib.py.

tempytron_lib.py

Contains function definitions.

tempytron_validation.ipynb

a jupyter/ipython notebook showing the validation of the model and eligibilities using a numerical implementation whose functions are explicitly defined in this file.

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A efficient python implementation of various single and multi-spike tempotron learning tasks

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