A Biomimetic Self‐Adaptive Neurovision Eye With an Integrated Gel Iris and Retinamorphic Architecture

ABSTRACT Biological vision systems integrate light perception with self‐adaptive regulation to ensure a stable view. Mimicking this in an artificial neuromorphic system requires synergistic components for dynamic light control and in‐sensing processing. Here we present a biomimetic self‐adaptive neurovision system featuring an integrated gel iris and retinamorphic architecture. The hydrogel iris, structured as a double concentric ring, autonomously modulates its opacity from 2.95 to 89.85% via a photothermally driven themochromic effect, while the ionogel retina, designed as a hemispherical micropillar array with a photosynaptic ionotronic heterostructure, enables broadband photoperception (360–680 nm), visual learning (paired‐pulse facilitation, 118%), and self‐powered operation. This synergistic integration allows the eye system to maintain high‐fidelity image recognition (accuracy, 97.2%) under strong light exposure, paving the way for emerging zero‐powered soft visual prosthetics and machine vision.