PT - JOURNAL ARTICLE AU - Alberto Lazari AU - Piergiorgio Salvan AU - Michiel Cottaar AU - Daniel Papp AU - Matthew Rushworth AU - Heidi Johansen-Berg TI - Hebbian activity-dependent plasticity in white matter AID - 10.1101/2022.01.11.473633 DP - 2022 Jan 01 TA - bioRxiv PG - 2022.01.11.473633 4099 - http://biorxiv.org/content/early/2022/01/12/2022.01.11.473633.short 4100 - http://biorxiv.org/content/early/2022/01/12/2022.01.11.473633.full AB - Synaptic plasticity is required for learning and follows Hebb’s Rule, the com-putational principle underpinning associative learning. In recent years, a complementary type of brain plasticity has been identified in myelinated axons, which make up the majority of brain’s white matter. Like synaptic plasticity, myelin plasticity is required for learning, but it is unclear whether it is Hebbian or whether it follows different rules. Here, we provide evidence that white matter plasticity operates following Hebb’s Rule in humans. Across two experiments, we find that co-stimulating cortical areas to induce Hebbian plasticity leads to relative increases in cortical excitability and associated increases in a myelin marker within the stimulated fiber bundle. We conclude that Hebbian plasticity extends beyond synaptic changes, and can be observed in human white matter fibers.Competing Interest StatementThe authors have declared no competing interest.