GHOST: A Graph Neural Network Accelerator using Silicon Photonics.
Salma AfifiFebin SunnyAmin ShafieeMahdi NikdastSudeep PasrichaPublished in: ACM Trans. Embed. Comput. Syst. (2023)
Keyphrases
- neural network
- graph representation
- random walk
- graph model
- artificial neural networks
- parallel implementation
- directed graph
- graph structure
- graph theory
- weighted graph
- neural network model
- high speed
- low cost
- network architecture
- directed acyclic graph
- multi layer
- graph based algorithm
- neural network is trained
- neural nets
- recurrent neural networks
- connected components
- back propagation
- training process
- feed forward
- training algorithm
- graph mining
- self organizing maps
- structured data
- spanning tree
- graph theoretic
- dynamic range
- social networks
- genetic algorithm