RapidLayout: Fast Hard Block Placement of FPGA-optimized Systolic Arrays using Evolutionary Algorithms.
Niansong ZhangXiang ChenNachiket KaprePublished in: CoRR (2020)
Keyphrases
- evolutionary algorithm
- systolic array
- evolutionary computation
- multi objective
- differential evolution
- optimization problems
- simulated annealing
- fitness function
- genetic algorithm
- arbitrary size
- evolution strategy
- multi objective optimization
- differential evolution algorithm
- field programmable gate array
- genetic programming
- high speed
- low cost
- evolutionary artificial neural networks
- real time image processing
- hardware implementation
- initial population
- hardware design
- software implementation
- evolutionary search
- real time
- multidisciplinary design optimization
- fpga implementation
- evolvable hardware
- data flow
- particle swarm optimization pso