Hi MC,
ARM is a last century von Neumann computer which uses 8 or more [2(power n) - 16, 32, 64, 128 ... ] bit bytes. It does not use spiking neural network technology.
Akida does not use von Neumann 8 bit tech.
Akida uses a maximum of 4-bit weights for its neurons and spikes (1 bit) as the inter-layer information transfer between neurons. This is the crux of Akida's power efficiency and speed.
https://d1io3yog0oux5.cloudfront.net/_e6768070d76a9b211503e7500d571de0/brainchipinc/db/236/1703/pdf/BrainChip+Linley+Akida+Presentation_v5.pdf Slide 4
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