智能系统学报2026，Vol.21Issue(2)：337-352,16.DOI:10.11992/tis.202509020
脑启智跃:人脑与类脑的协同创新范式
Intelligent leap inspired by brain function mechanisms:a collaborative innovation paradigm between human brain and brain-inspired systems
摘要
Abstract
Today,the transformative applications of artificial intelligence(AI)are revolutionizing various sectors of so-ciety.From surgical robots enhancing medical precision to autonomous vehicles redefining transportation systems,AI is accelerating social advancement at an unprecedented pace.However,current AI technologies still face significant chal-lenges,such as reliance on static rules,limited simulation capabilities,and shallow representation models.These limita-tions hinder their adaptability in dynamic environments,capacity for global intelligence,and ability to capture the es-sence of intelligence.The human brain is the most sophisticated intelligent system in nature through its multimodal per-ception,advanced cognition,and intelligent decision-making.Therefore,this paper tries to transcend disciplinary bound-aries by using the functional mechanisms as a bridge and construct a full-chain collaborative innovation paradigm.This paradigm seeks to realize both the optimization of brain-inspired systems guided by human brain mechanisms and the deepened understanding of brain functions through feedback from these systems.Looking ahead,the integration of the human brain and brain-inspired systems will catalyze an"Intelligent Leap Inspired by Brain Function Mechanisms,"achieving a breakthrough in intelligence and ultimately ushering in a new era of intelligent civilization characterized by human-machine symbiosis.关键词
人工智能/脑功能机制/类脑/全链条协同/智能跃迁/感知/认知/决策Key words
artificial intelligence/brain functional mechanisms/brain-inspired systems/full-chain collaboration/intelli-gent leap/perception/cognition/decision-making分类
信息技术与安全科学引用本文复制引用
邬霞,李子遇,李晴,李秀星,王焯..脑启智跃:人脑与类脑的协同创新范式[J].智能系统学报,2026,21(2):337-352,16.基金项目
国家自然科学基金青年基金(A类)项目(62325601) （A类）
国家自然科学基金重点项目(62236001). （62236001）
