Monday, July 19, 2021#
Current doing#
- NeuroChaT is running away, when done, save the results and then get all the graphics files.
- Fix the decoding
Next up#
- Go through papers and fix + add to analyses (e.g. shuffling for spike-lfp)
Notes#
The chance performance of the decoder was determined by shuffling the trial labels of the training set before the cross-validation procedure. - https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6605161/
Now in our case, the chance performance should be 50% as is just binary.
The control consisted in repeating the same procedure using randomly shuffled spikes, in which the same number of spikes was distributed randomly across the time axis. This control eliminates spurious estimates attributable to poor statistics or artifacts.
https://www.jneurosci.org/content/19/11/4595