RapidLayout: Fast Hard Block Placement of FPGA-optimized Systolic Arrays Using Evolutionary Algorithm.
Niansong ZhangXiang ChenNachiket KaprePublished in: ACM Trans. Reconfigurable Technol. Syst. (2022)
Keyphrases
- evolutionary algorithm
- systolic array
- evolutionary computation
- multi objective
- optimization problems
- differential evolution
- multi objective optimization
- genetic programming
- hardware implementation
- function optimization
- high speed
- genetic algorithm
- arbitrary size
- low cost
- real time
- genetic operators
- real time image processing
- mutation operator
- hardware architecture
- parallel architecture
- hardware design
- fitness function
- single chip
- evolutionary strategy
- field programmable gate array
- data flow
- fpga implementation
- dedicated hardware
- fpga device
- neural network