  The advent of large-scale and high-density extracellular recording devices
allows simultaneous recording from thousands of neurons. However, the
complexity and size of the data makes it mandatory to develop robust algorithms
for fully automated spike sorting. Here it is shown that limitations imposed by
biological constraints such as changes in spike waveforms induced under
different drug regimes should be carefully taken into consideration in future
developments.
