MIT Researchers Explore How Rats Think 136
Ant writes "A Nature News article explains that, after running a maze, rats mentally replay their actions backwards." From the article: "As the rats ran along the track, the nerve cells fired in a very specific sequence. This is not surprising, because certain cells in this region are known to be triggered when an animal passes through a particular spot in a space. But the researchers were taken aback by what they saw when the rats were resting. Then, the same brain cells replayed the sequence of electrical firing over and over, but in reverse and speeded up. 'It's absolutely original; no one has ever seen this before at all,' says Edvard Moser, who studies memory at the Norwegian University of Science and Technology in Trondheim."
I read this article twice... (Score:2, Informative)
back propagation learning algorithm (Score:5, Informative)
It's called back propagation learning [wikipedia.org] The algortihm is based on the error propagation backwards from the output nodes to the inner nodes of neural net.
Re:brain == computer (Score:4, Informative)
Link to paper (requires Nature access) (Score:2, Informative)
Re:back propagation learning algorithm (Score:3, Informative)
You could describe the process in the rats brain as doing a "virtual policy search RL".
Pure Backpropagation for long sequences over time, on the other hand, is quite an intractable problem, because you have to feed so many time-states into the network.
New Science? (Score:4, Informative)