1. INTRODUCTION

2. BACKGROUND

3. USING KNOWLEDGE TO IMPROVE ADVERSARIAL ROBUSTNESS, EXPLAINABILITY AND ZSL

4. IMPROVING DEEP LEARNING WITH COGNITIVE INSIGHTS

5. BRAIN DECODING USING PRE-TRAINED DEEP LEARNING MODELS

6. DISCUSSIONS

7. CONCLUSION