Hi RH,
You seem certain that CNN is as fast as SNN. I disagree.
CNN runs on a CPU.
CNN has 32 bit bytes per pixel.
CNN processes all pixels.
Akida's SNN is hardware.
Akida only processes "events"
SNN can use single bit "events" but can use up to 4 bits where greater accuracy is required.
This is from Tesla's patent:-
US11157287B2 Computational array microprocessor system with variable latency memory access
2021 BRN Discussion, page-31935
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