FPGAN: An FPGA Accelerator for Graph Attention Networks With Software and Hardware Co-Optimization.
Weian YanWeiqin TongXiaoli ZhiPublished in: IEEE Access (2020)
Keyphrases
- field programmable gate array
- average degree
- highly connected
- high speed
- optimization problems
- social networks
- optimization algorithm
- structured data
- network structure
- dynamic networks
- graph matching
- graph representation
- hardware implementation
- degree distribution
- real time image processing
- edge weights
- network analysis
- global optimization
- objective function
- graph mining
- weighted graph
- graph structure
- small world
- random graphs
- network size
- directed graph
- clustering coefficient
- complex networks
- signal processing
- overlapping communities
- betweenness centrality
- low cost