Since @uiux is in stealth mode, I'll have a stab.I was re-reading back through this Qualcomm blog on quanitisation (link below). One of the authors is Timjen Blankevoort (Director of Engineering Technologies Netherlands).
Blankevoort is quite an unusual name and I remembered seeing it before on this BrainChip Source Code for cnn@snn.
So, ummm, yeah. Not sure what that means actually.
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The future of model efficiency for edge AI
www.qualcomm.com
cnn2snn.calibration.adaround — Akida Examples documentation
doc.brainchipinc.com
Looks like the program used in cnn2snn for deciding whether to round up or down when compressing the data to 4 bits was written by Blankevoort and co in 2004.