Ausgabe 5/2022
Special Issue on Brain-inspired Machine Learning
Inhalt (8 Artikel)
Editorial
Editorial for Special Issue on Brain-inspired Machine Learning
Zhao-Xiang Zhang, Bin Luo, Jin Tang, Shan Yu, Amir Hussain
Open Access
Review
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches
Yi-Jun Zhang, Zhao-Fei Yu, Jian. K. Liu, Tie-Jun Huang
Open Access
Review
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies
Yang Wu, Ding-Heng Wang, Xiao-Tong Lu, Fan Yang, Man Yao, Wei-Sheng Dong, Jian-Bo Shi, Guo-Qi Li
Review
Towards a New Paradigm for Brain-inspired Computer Vision
Xiao-Long Zou, Tie-Jun Huang, Si Wu
Research Article
Clause-level Relationship-aware Math Word Problems Solver
Chang-Yang Wu, Xin Lin, Zhen-Ya Huang, Yu Yin, Jia-Yu Liu, Qi Liu, Gang Zhou
Research Article
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective
Qiongyi Zhou, Changde Du, Huiguang He
Research Article
Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks
Kai-Yuan Liu, Xing-Yu Li, Yu-Rui Lai, Hang Su, Jia-Chen Wang, Chun-Xu Guo, Hong Xie, Ji-Song Guan, Yi Zhou
Research Article
EEG-based Emotion Recognition Using Multiple Kernel Learning
Qian Cai, Guo-Chong Cui, Hai-Xian Wang