Spike sorting software, source code and examples
1. Nev2lkit enhanced - An enhanced version of Nev2lkit
Spike sorting software based on PCA feature extraction and EM clustering.
2. ISOMAP feature extraction - Feature extraction in spike sorting using ISOMAP algorithm
The (non-linear) isometric feature mapping (ISOMAP) technique reveals the intrinsic data structure and helps with recognising the involved neurons.
3. Dominant Sets clustering – Spike sorting based on Dominant-Sets clustering
A graph-theoretical algorithm that ranks the quality of grouping in the neural data, denoting their ‘cohesiveness’.