Timothee Masquelier, big SNN Spike Lover, works with Simon Thorpe (JAST). Timothee Masquelier might be the "T" in JAST if memory serves correctly.
Yes, another sleepy deep read where
Brainchip potential solutions are in highly technical depth!
Sorry, buy you get to learn about
Quadratic Spike Penalization Loss.
https://hal.science/hal-03906970/document
What I thought was neat is the math, where in my terms "break out of situation, after 4 spikes exceed the thresholds". It is my understanding, that part of the power reduction techniques, is after the first 4 detections over-the-thresholds, it breaks out of the loop (so to speak, there is no loop).
Yes, after meeting these event results, then Akida ignores or does less processing on the rest of the event data.
This appears to be the Math! I could be way off.
View attachment 27437