1. Editorial for Special Issue on Brain-inspired Machine Learning

   • Zhao-Xiang Zhang
   • Bin Luo
   • Amir Hussain

   Editorial 29 September 2022 Pages: 347 - 349

2. Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches

   • Yi-Jun Zhang
   • Zhao-Fei Yu
   • Tie-Jun Huang

   Review Open access 14 July 2022 Pages: 350 - 365

3. Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies

   • Yang Wu
   • Ding-Heng Wang
   • Guo-Qi Li

   Review Open access 18 August 2022 Pages: 366 - 411

4. Towards a New Paradigm for Brain-inspired Computer Vision

   • Xiao-Long Zou
   • Tie-Jun Huang
   • Si Wu

   Review 29 September 2022 Pages: 412 - 424

5. Clause-level Relationship-aware Math Word Problems Solver

   • Chang-Yang Wu
   • Xin Lin
   • Gang Zhou

   Research Article 25 August 2022 Pages: 425 - 438

6. Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective

   • Qiongyi Zhou
   • Changde Du
   • Huiguang He

   Research Article 19 July 2022 Pages: 439 - 455

7. Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks

   • Kai-Yuan Liu
   • Xing-Yu Li
   • Yi Zhou

   Research Article 29 September 2022 Pages: 456 - 471

8. EEG-based Emotion Recognition Using Multiple Kernel Learning

   • Qian Cai
   • Guo-Chong Cui
   • Hai-Xian Wang

   Research Article 03 September 2022 Pages: 472 - 484