Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices.
Byung Hoon AhnJinwon LeeJamie Menjay LinHsin-Pai ChengJilei HouHadi EsmaeilzadehPublished in: MLSys (2020)
Keyphrases
- neural network
- auto associative
- wireless networks
- wired networks
- artificial neural networks
- scheduling problem
- edge detection
- round robin
- back propagation
- pattern recognition
- mobile devices
- edge information
- associative memory
- resource consumption
- limited memory
- fuzzy logic
- memory requirements
- computing power
- wireless sensor
- memory usage
- neural network model
- scheduling algorithm
- weighted graph
- memory size
- multi layer
- edge detector
- embedded devices
- resource allocation
- multilayer perceptron
- ad hoc networks
- feed forward
- chaos theory
- recurrent neural networks
- activation function
- computational power
- embedded systems
- self organizing maps
- fault diagnosis
- particle swarm optimization
- genetic algorithm