The patent system for software is garbage, but it also doesn't seem to jive with the title. They don't claim to invent continued fractions, what they patent is applying them to some domain.
> A method, a neural network, and a computer program product are provided that provide training of neural networks with continued fractions architectures.
It's a bit like the propelling device https://patents.google.com/patent/US1331952A/en -- it doesn't invent or patent shoes, or invent or patent springs, but it patents attaching springs to shoes.
It would seem using continued fractions with elliptic curves what the author wants to do, wouldn't be covered.
However, I still think it can still be challenged if someone can show that continued fractions have been used in with NN before. Or even better, maybe pytorch or other open source projects can explicitly reject crap that's patented. If you put your shit in a junk patent, take it out of the project and enjoy yourself, don't spread it around. So, if the authors of the patent are the ones pushing for the inclusion, then someone should challenge that and have it removed unless the patent is withdrawn.
The problem here is whether just applying some well studied technique to a new area like AI is really inventive enough to be patentable. There were loads of patents which basically added "in a computer" to some existing technique. Just because NN's are novel doesn't mean people should be able to get an exclusionary property right over the use of well known techniques in NN's because they put in half a day's work to be the first to apply that technique to NN's. This isn't the Guinness book of records.
https://patents.justia.com/patent/20230401438#history
> A method, a neural network, and a computer program product are provided that provide training of neural networks with continued fractions architectures.
It's a bit like the propelling device https://patents.google.com/patent/US1331952A/en -- it doesn't invent or patent shoes, or invent or patent springs, but it patents attaching springs to shoes.
It would seem using continued fractions with elliptic curves what the author wants to do, wouldn't be covered.
However, I still think it can still be challenged if someone can show that continued fractions have been used in with NN before. Or even better, maybe pytorch or other open source projects can explicitly reject crap that's patented. If you put your shit in a junk patent, take it out of the project and enjoy yourself, don't spread it around. So, if the authors of the patent are the ones pushing for the inclusion, then someone should challenge that and have it removed unless the patent is withdrawn.