Area and Energy Optimization for Bit-Serial Log-Quantized DNN Accelerator with Shared Accumulators.
Takumi KudoKodai UeyoshiKota AndoKazutoshi HiroseRyota UematsuYuka ObaMasayuki IkebeTetsuya AsaiMasato MotomuraShinya Takamaeda-YamazakiPublished in: MCSoC (2018)
Keyphrases
- optimization algorithm
- global optimization
- optimization problems
- energy consumption
- optimization method
- combinatorial optimization
- optimization methods
- multi objective
- energy minimization
- neural network
- learning algorithm
- training data
- evolutionary algorithm
- constrained optimization
- parallel implementation
- distribution network