Learning Without Clocks: Partition-Invariant Neural Network

Han Wang, Jingyuan Bao, Juntao Wu +2

Event cameras, spiking cochleas and similar sensors emit asynchronous events, yet most learning systems first bin them into frames or packets, so the output depends on how the stre…