I am also searching for a replacement for neural network based learning. The bar is high, but on the other hand, neural networks have fundamental limitations, and I think they will one day be completely abandoned when something better has been discovered. We don't know what that thing is yet though.
The general point I am making is that neural networks are basically just ONE algorithm. At best they're ONE FAMILY of algorithms. If we one day figure out *general* algorithm synthesis, we can move beyond NN's problems and weaknesses. Neural networks are basically the devil's shortcut to a AI - a local maximum in intelligence if you will -, but unfortunately mainstream AI doesn't seem to see this far. ------------------------------------------ Artificial General Intelligence List: AGI Permalink: https://agi.topicbox.com/groups/agi/T9019734479a51fd8-M377023ab43cec770350f5472 Delivery options: https://agi.topicbox.com/groups/agi/subscription
