Towards Memory Friendly Long-Short Term Memory Networks (LSTMs) on Mobile GPUs.
Xingyao ZhangChenhao XieJing WangWeidong ZhangXin FuPublished in: MICRO (2018)
Keyphrases
- recurrent neural networks
- computational power
- long short term memory
- mobile phone
- multimedia services
- network connectivity
- mobile networks
- computing environments
- mobile wireless
- cellular networks
- memory usage
- complex networks
- context aware
- mobile devices
- delay tolerant
- associative memory
- network structure
- mobile learning
- wireless networks
- mobile nodes
- fuzzy logic
- computing power
- neural network
- compute intensive
- decision making
- memory requirements
- mobile users
- real time
- parallel processing