Efficient FPGA-Based Accelerator of the L-BFGS Algorithm for IoT Applications.
Huiyang XiongBohang XiongWenhao WangJing TianHao ZhuZhongfeng WangPublished in: ISCAS (2023)
Keyphrases
- single pass
- optimal solution
- high efficiency
- particle swarm optimization
- dynamic programming
- experimental evaluation
- learning algorithm
- parallel implementation
- highly efficient
- convergence rate
- detection algorithm
- computationally efficient
- cost function
- significant improvement
- k means
- computational complexity
- computational cost
- np hard
- matching algorithm
- hardware implementation
- neural network
- probabilistic model
- linear programming
- expectation maximization
- recognition algorithm
- objective function
- regularization parameter
- image processing