Spike
- readin MATLAB format spike train data and csv format stimulus marker file.
- apply linear filter with a gaussian, causal or rectangular kernel.
- simple single unit and multi unit analysis, including:
- neuroanslysis.spike.PSTH
- neuroanslysis.spike.crosscorrelogram
requirements
- numpy
- pandas
- h5py
- matplotlib
- scipy
todo
- package structure
- uniform data structure
- reusable API and protocols
- multi unit
- optimize crosscorrelogram and further statistical test
- Joint PSTH
- single unit
- inter-spike interval
- auto-correlation
- documentations
- references for analysis methods
-
readthedocsdocumentation