Dreams as the Brain's Nightly Cleanup express

Original: "A computational account of dreaming: learning and memory consolidation"
· Qi Zhang
arXiv:2602.04095 · 2026-02-04 · CC BY 4.0 · 1 min
Random signals during sleep don't interfere: they help the brain learn and remember.

At night, the brain doesn't switch off. Instead, it sorts through the day's events like a librarian arranging books on shelves. But where do those strange, sometimes nonsensical dream images come from? Many have assumed they're just random noise with no meaning.

A new computer model shows that randomness doesn't hinder: it helps. The brain takes random signals and turns them into useful experience. It's like a chef whipping up a new dish from whatever ingredients are on hand.

During sleep, the brain replays daytime events, but mixed with random signals. This way, it learns better.

So sleep becomes a continuation of daytime learning. The brain isn't resting; it's working, just in a different way.

During sleep, the brain can replay events at an accelerated pace, like a video on fast-forward.

Scientists
Andrey Markov
Concepts
learning information storage working memory brain hippocampus neural activity brain rhythmic transport neuron computation alzheimers disease thought experiment neural networks in spatial mapping artificial intelligence decision making epilepsy computer simulation game theory memory random variable mathematical model