Approximate On-chip Memory Optimization Method For Deep Residual Networks.
Xuedi WangZhe ChenKaige JiaJie HanQi WeiFei QiaoHuazhong YangPublished in: DSL (2018)
Keyphrases
- optimization method
- optimization algorithm
- optimization methods
- genetic algorithm
- evolutionary algorithm
- optimization process
- particle swarm
- differential evolution
- high bandwidth
- simulated annealing
- optimization procedure
- global optimum
- metaheuristic
- quasi newton
- nelder mead simplex
- nonlinear optimization
- high speed
- social networks
- low cost
- random access memory
- analog vlsi
- memory access
- high density
- memory requirements
- multi objective
- hybrid algorithm
- main memory
- optimization strategy