Dreams and Overfitting - Broken Conversations
· β 883 words life · βοΈ Peter Hiltz
We don’t know a lot about dreams. A recent paper by Erik Hoel The Overfitted Brain: Dreams evolved ot assist generalization at Tufts Universtity suggests that one possible reason for weird dreams is your brain is trying to avoid “overfitting”. If you don’t want to read the paper itself (long but easy read), you can read an article about it at Discover Magazine. The concept of overfitting is borrowed from deep neural networks where the network is trying to “learn” from a dataset, but focuses so tightly on that dataset that it can’t generalize to similar but not identical datasets.