Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs.
Aneesh HeintzVesal RazavimalekiJavier M. DuarteGage DeZoortIsobel OjalvoSavannah ThaisMarkus AtkinsonMark NeubauerLindsey GraySergo JindarianiNhan TranPhilip C. HarrisDylan S. RankinThea AarrestadVladimir LoncarMaurizio PieriniSioni SummersJennifer NgadiubaMia LiuEdward KreinarZhenbin WuPublished in: CoRR (2020)
Keyphrases
- neural network
- real time
- graph model
- pattern recognition
- graph theory
- bipartite graph
- graph matching
- graph structure
- directed graph
- genetic algorithm
- artificial neural networks
- particle filter
- structured data
- neural nets
- spanning tree
- graph mining
- multi layer
- random walk
- graph representation
- graph theoretic
- recurrent neural networks
- robust tracking
- back propagation
- appearance model
- proposal distribution
- smart camera
- graph databases
- particle filtering
- associative memory
- multilayer perceptron
- visual tracking
- mean shift