Brain and Cognitive Science Inspired Deep Learning: A Comprehensive Survey

Zihan Zhang; Xiao Ding; Xia Liang; Yusheng Zhou; Bing Qin; Ting Liu

2025

IEEE TKDESole first author独立一作

Brain and Cognitive Science Inspired Deep Learning: A Comprehensive Survey脑与认知科学启发的深度学习：综合综述

Zihan Zhang, Xiao Ding^*, Xia Liang, Yusheng Zhou, Bing Qin, Ting Liu

Corresponding author通讯作者

Brain-inspired AI类脑人工智能

Research overview研究介绍

A survey connecting brain and cognitive science with deep learning, covering inspired methods, related tasks, and computational cognition.梳理脑与认知科学和深度学习之间的联系，讨论脑启发方法、相关任务与计算认知研究。

Publication details发表信息

Venue期刊／会议: IEEE TKDE
Year年份: 2025
Publication type成果类型: Journal article期刊论文

Paper论文

Citation引用

@article{zhang2025brain,
  title = {Brain and Cognitive Science Inspired Deep Learning: A Comprehensive Survey},
  author = {Zhang, Zihan and Ding, Xiao and Liang, Xia and Zhou, Yusheng and Qin, Bing and Liu, Ting},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  volume = {37},
  number = {4},
  pages = {1650--1671},
  year = {2025}
}