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# Amgen Scholars Program Project
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_Using topological analysis on the neuronal activity in the visual cortex_
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- `model` is the analytical model + topological analysis tools
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- `data` is the folder with experimental data
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- `numerial` is the numerical model by Loek
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- `PopulationSampling` is the notebook with the topological analysis of data produced by the analytical model
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- `TuningCurves` is the notebook that plots single tuning curves for the model
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- `AnalyzeExp` is the analytics of experimental data
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- See [this pdf](results/Decoded_Orientation.pdf) for the decoding of orientation using cohomological parametrization
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