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. Author manuscript; available in PMC: 2023 Oct 12.
Published in final edited form as: Neuroimage. 2021 Nov 30;246:118774. doi: 10.1016/j.neuroimage.2021.118774

Table 1.

Summary of notations used in this study.

Notation Definition
G Graph
V Vertices set of one graph
E Adjacency matrix of one graph
E(i) Set of edges linked to node i
Ek(i) Set of edges from the top-k nearest nodes to node i
eij Edge between node i and node j
αif Node i features at f convolutional layer after aggregation
hif Node i features at f convolutional layer after update
Wjf Weights filter in aggregation operator
N(i) Set of all adjacent nodes to node i
Hf All node features at layer f
zf Representative features after readout operator at layer f
Concatenation operator