That was my first thought too. Neural networks are stochastic by their very nature. I've been reading about binary neural networks for embedded devices and FPGA

That was my first thought too. Neural networks are stochastic by their very nature. I've been reading about binary neural networks for embedded devices and FPGAs recently because I'm convinced machine learning is about to get a whole lot smaller and more distributed, so this article really piqued my interest.