Data re-uploading for a universal quantum classifier — mentioned by thezeroth

Wed, 25 Sep 2019 20:40:43 GMT

This is actually a very cool demo! I did run some simulations similar to this one, but at some point I stopped trying so many different models for the same problem and started facing more difficult tasks (like multi-class, for example). If it is to anyone's interest, the problem with escalation of this model lies on what would be the analogous to "activation functions" in classic neural networks. The cool thing about the sigmoid function is that it's monotonous, whereas every-day quantum gates are deeply rooted in periodic functions, so the chances of getting stuck inside a bad local minimum…

Paper and discussion history. A mention is not an endorsement.

Data re-uploading for a universal quantum classifier · HackerPapers discussions

Data re-uploading for a universal quantum classifier — mentioned by thezeroth