I. INTRODUCTION  
II. OVERVIEW OF GRAPH NEURAL NETWORKS  
III. SURVEY RESULTS  
IV. DEFINITION OF BRAIN GRAPH STRUCTURE  
V. NODE FEATURE DEFINITIONS  
VI. TYPE OF GRAPH CONVOLUTIONAL LAYER  
VII. NODE POOLING MECHANISMS  
VIII. FROM NODE EMBEDDINGS TO GRAPH EMBEDDING  
IX. DISCUSSION  
X. CONCLUSION  