An architecture for solving quadratic programs with the fast gradient method on a Field Programmable Gate Array.
Marc-Alexandre BoechatJunyi LiuHelfried PeyrlAlessandro ZanariniThomas BesselmannPublished in: MED (2013)
Keyphrases
- gradient method
- quadratic program
- field programmable gate array
- linear constraints
- quadratic programming
- linear program
- hardware implementation
- convex optimization
- linear programming
- convergence rate
- approximation algorithms
- image processing algorithms
- optimization methods
- step size
- objective function
- negative matrix factorization
- maximum margin
- efficient implementation
- mixed integer
- embedded systems
- neural network
- optimization method
- low cost
- support vector
- image processing
- genetic algorithm