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I argue that the attention mechanism is just Hopf algebra convolution. The QK mechanism selects possible candidates and the OV mechanism picks one of these poss
by adamnemecek 3y ago
I argue that the attention mechanism is just Hopf algebra convolution. The QK mechanism selects possible candidates and the OV mechanism picks one of these possible candidates.
I have recently written a paper on this https://arxiv.org/abs/2302.01834 https://arxiv.org/abs/2302.01834
I also have a discord channel https://discord.cofunctional.ai https://discord.cofunctional.ai.
Ironically, it's the same mechanism as what renormalization in QFT does. I'm getting increasingly convinced that it's also how the brain works.
- detrites 3y agoCould you ELI5 (or maybe 15, with high-school maths) this concept? Particularly how it may relate to how our brains might work? Most interested.