SVM algorithm oriented for implementation in a low-cost Xilinx FPGA.
Remigiusz WisniewskiGrzegorz BazydloPawel SzczesniakPublished in: Integr. (2019)
Keyphrases
- low cost
- hardware implementation
- hardware architecture
- fpga implementation
- k means
- high speed
- learning algorithm
- dynamic programming
- detection algorithm
- computational complexity
- multi class classification
- optimal solution
- objective function
- software implementation
- pipelined architecture
- support vector machine svm
- expectation maximization
- classification algorithm
- parallel implementation
- worst case
- support vectors
- cost function
- single chip
- simulated annealing
- efficient implementation
- convergence rate
- parallel algorithm
- signal processing
- real time
- probabilistic model
- evolutionary algorithm
- search space
- preprocessing
- feature selection
- genetic algorithm
- machine learning