… under construction

State-space population analysis with neuronal decoding applied to neuronal firing changes in different attention conditions.

An analyis of the “dynamic change of the state of neural activity” can be obtained by measuring time resolved the contribution of the three main principal components that describe best the data. For this principal component analysis (PCA) is performed every 20ms around the event time of interest (e.g. an attention cue)… …

To determine whether dynamic state space changes are different between conditions a classifiyer can be used that classifies the distance in mean trajectories…