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# Amgen Scholars Program Project # Amgen Scholars Program Project
_Using topological analysis on the neuronal activity in the visual cortex_
![](spike_train.png) ![](spike_train.png)
See [this pdf](Decoded_Orientation.pdf) for the decoding of orientation using cohomological parametrization

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