Hardware Acceleration of Graph Neural Networks.
Adam AutenMatthew TomeiRakesh KumarPublished in: DAC (2020)
Keyphrases
- neural network
- low cost
- graph representation
- graph theory
- pattern recognition
- hardware and software
- real time
- image processing
- artificial neural networks
- graph structure
- directed graph
- embedded systems
- computing systems
- graph model
- feed forward
- fuzzy logic
- back propagation
- graph matching
- vlsi implementation
- dependency graph
- graph clustering
- graph partitioning
- random walk
- bipartite graph
- weighted graph
- hardware implementation
- pairwise
- learning algorithm
- neural nets
- multi layer perceptron
- genetic algorithm
- massively parallel
- self organizing maps
- hardware design
- recurrent neural networks
- connected components