Learning, Memory & Plasticity

Hebbian plasticity

Hebbian plasticity is a simple rule for how the brain learns: when two neurons are active at the same time, the connection between them grows stronger. It is usually summed up in a catchy phrase — neurons that fire together, wire together. Picture two friends who keep showing up at the same parties; over time they become close, and bumping into one makes you think of the other. In the brain, if one neuron tends to fire just as another fires, the junction between them (the synapse) gets reinforced, so the first becomes better and better at helping trigger the second.

This idea, proposed by psychologist Donald Hebb in 1949, matters because it turns a vague notion — learning — into something physical and local. Each synapse adjusts itself based only on what the two neurons it joins are doing, with no central manager telling it what to do. Repeated co-activation strengthens the link, so patterns that occur together get stitched into the wiring of the brain. This is widely believed to be a building block of memory and habit: practicing a piano scale, learning that thunder follows lightning, or recognizing a face all involve the same cells repeatedly firing in step until their connections stick.

The flip side completes the rule: connections that go unused, or where one neuron fires while the other stays quiet, tend to weaken over time. So Hebbian plasticity does not only build links — it also lets useless or contradictory ones fade, helping the brain keep what is meaningful and let go of what is not. Real brains add refinements, such as caring about the precise timing of the two spikes, but the core insight — that experience reshapes connections by rewarding things that happen together — remains one of the most influential ideas in all of neuroscience.

The phrase "cells that fire together wire together" is a memorable shorthand coined later by Carla Shatz, not Hebb's exact words, but it captures his rule well.

Also called
Hebb's rulefire together, wire together赫布学习法则赫布學習法則一起激发就一起连线一起激發就一起連線
See also