Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices.
Byung Hoon AhnJinwon LeeJamie Menjay LinHsin-Pai ChengJilei HouHadi EsmaeilzadehPublished in: CoRR (2020)
Keyphrases
- manufacturing systems
- neural network
- flexible manufacturing systems
- auto associative
- wired networks
- wireless networks
- associative memory
- back propagation
- edge information
- mobile devices
- scheduling problem
- artificial neural networks
- wireless sensor
- feed forward
- neural network model
- memory usage
- pattern recognition
- edge detection
- ad hoc networks
- computing power
- scheduling algorithm
- particle swarm optimization
- memory space
- neural nets
- resource consumption
- activation function
- resource constraints
- weighted graph
- recurrent neural networks
- main memory
- memory requirements
- memory size
- round robin
- carbon nanotubes
- computational power
- multi layer
- mobile applications
- embedded systems
- multilayer perceptron
- partial order
- edge detector
- resource allocation
- energy consumption
- database systems