Characterization of Emerging AI Workloads: Neural Logic Machines and Graph Convolutional Networks.
Cory DavisPatrick M. StocktonEugene B. JohnZachary SusskindLizy K. JohnPublished in: CSCI (2022)
Keyphrases
- network architecture
- neural network
- artificial intelligence
- social networks
- formal logic
- database systems
- edge weights
- computational logic
- random walk
- graph structure
- knowledge representation
- small world
- intelligent systems
- logic programming
- case based reasoning
- community discovery
- human intelligence
- data mining
- machine intelligence
- graph representation
- graph structures
- fully connected
- graph theory
- directed graph
- weighted graph
- overlapping communities
- citation networks
- dynamic networks
- predicate logic
- machine learning
- expert systems
- computational intelligence
- structured data
- network structure
- power law
- complex networks
- biological networks
- network analysis
- directed edges
- average degree
- spiking neurons
- degree distribution
- recurrent networks
- deep learning
- graph mining
- modal logic
- semi supervised