Aerobic exercise is a potent non-pharmacological intervention for post-stroke cognitive recovery, exerting benefits through synergistic mechanisms: enhanced cerebral perfusion, BDNF-driven neuroplasticity and NLRP3 inflammasome suppression. Here, NLRP3 is linked to stroke disorder.