Qolab的动态

Today the Nobel prize was awarded to Geoff Hinton and John Hopfield. Their impact on ML is undeniable, but what’s better ? Their full vision has not been realized yet ! Why - current architecture (feed toward neural networks) are a restricted form of Boltzmann machines / Hopfield networks. It’s also hypothesized that to achieve true AI with human level reasoning, we need to explore these architectures in more detail. (Read up on Yann LeCunn’s argument for energy based models). I hope this prize will reinvigorate the CS and Physics community to explore Geoff Hinton /John Hopfield’s original proposal in much more detail. https://www.nobelprize.org