S-GAT: Accelerating Graph Attention Networks Inference on FPGA Platform with Shift Operation.
Weian YanWeiqin TongXiaoli ZhiPublished in: ICPADS (2020)
Keyphrases
- real time
- average degree
- graph structure
- probabilistic networks
- random walk
- dynamic networks
- graph theory
- network size
- fully connected
- small world
- edge weights
- random graphs
- high speed
- network structure
- probabilistic inference
- bayesian networks
- clique tree
- field programmable gate array
- inference process
- real time image processing
- graph structures
- graph representation
- social graphs
- directed edges
- path length
- hardware implementation
- network analysis
- graph databases
- graph mining
- parallel architecture
- weighted graph
- bayesian inference
- low cost
- probabilistic model
- social networks