DJ Seo introduced a novel on-chip spike detection algorithm that involved directly characterizing the shape of a spike. This method is able to compress neural data by more than 200x and only takes 900 nanoseconds to comput.

source:

https://www.youtube.com/live/r-vbh3t7WVI?si=Pml2LaPNo5eZMiLl...