This document lists all relevant papers with methods for spike sorting and casuality analysis, reviews of such methods, benchmarks etc.
- A review of methods for spike sorting: the detection and classification of neural action potentials [PDF]
- High-dimensional cluster analysis with the Masked EM Algorithm (This method is used in the KlustaKwik tool)
- A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models [PDF]
- Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance [PDF]