Smart-DNN: Efficiently Reducing the Memory Requirements of Running Deep Neural Networks on Resource-constrained Platforms.
Zhenbo HuXiangyu ZouWen XiaYuhong ZhaoWeizhe ZhangDonglei WuPublished in: ICCD (2021)
Keyphrases
- memory requirements
- resource constrained
- neural network
- resource constraints
- wireless sensor networks
- sensor networks
- memory space
- visual sensor networks
- resource limitations
- multipath
- memory usage
- computational complexity
- training process
- computational speed
- genetic algorithm
- sensor nodes
- routing problem
- data sets
- low memory
- rfid tags
- relational databases
- lightweight
- temporal constraints
- embedded systems
- low cost
- neural network model
- end to end
- energy consumption