Sparse Data Analysis Strategy for Neural Spike Classification

Figure 11

Results obtained by unsupervised approach PB-Clus and 2 supervised approaches MDA and PCA-EM on channel 7.

(a) Intrinsic structure of the data obtained by PB-Clus

(b) Projection on 3 discriminant axes estimated by MDA

(c) projection estimated by PCA-EM