RapidLayout: Fast Hard Block Placement of FPGA-Optimized Systolic Arrays using Evolutionary Algorithms.
Niansong ZhangXiang ChenNachiket KaprePublished in: FPL (2020)
Keyphrases
- evolutionary algorithm
- systolic array
- multi objective
- optimization problems
- evolutionary computation
- differential evolution
- differential evolution algorithm
- fitness function
- arbitrary size
- multi objective optimization
- hardware implementation
- high speed
- genetic programming
- field programmable gate array
- evolution strategy
- real time
- genetic algorithm
- neural network
- fpga implementation
- real time image processing
- software implementation
- single chip
- hardware design
- optimization algorithm
- signal processing
- nsga ii
- initial population
- evolutionary process
- video sequences
- block size
- image blocks
- simulated annealing