Spike sorting is a crucial step to extract information from extracellular recordings. With new
recording opportunities provided by the development of new electrodes that allow
monitoring hundreds of neurons simultaneously, the scenario for the new generation of
algorithms is both exciting and challenging. However, this will require a new approach to the
problem and the development of a common reference framework to quickly assess the
performance of new algorithms. In this work, we review the basic concepts of spike sorting …