Intelligent Measurement on Edge Devices Using Hardware Memory-Aware Joint Compression Enabled Neural Networks.
Bowen YaoLiansheng LiuYu PengXiyuan PengPublished in: IEEE Trans. Instrum. Meas. (2024)
Keyphrases
- neural network
- computing power
- embedded systems
- auto associative
- data acquisition
- random access
- embedded devices
- neural networks and genetic algorithms
- computational power
- processing capabilities
- mobile devices
- associative memory
- data compression
- pattern recognition
- low end
- edge detection
- low cost
- memory hierarchy
- real time
- edge information
- hardware and software
- compression ratio
- compressed data
- learning capabilities
- image compression
- hybrid intelligent systems
- internal memory
- fuzzy logic
- memory management
- high end
- memory requirements
- camera phones
- back propagation
- compression algorithm
- memory access
- hardware architecture
- intelligent environments
- main memory
- parallel hardware
- compression scheme
- intelligent systems
- neural network model
- data structure
- hardware platforms
- computing systems
- virtual memory
- handheld devices
- personal computer
- context aware
- genetic algorithm
- hardware software
- flash memory
- edge detector
- computer systems
- memory subsystem
- gigabit ethernet
- mobile handheld devices