FPGA Resource-aware Structured Pruning for Real-Time Neural Networks.
Benjamin RamhorstVladimir LoncarGeorge A. ConstantinidesPublished in: ICFPT (2023)
Keyphrases
- real time
- neural network
- high speed
- fpga hardware
- low cost
- pattern recognition
- search space
- control system
- structured data
- dedicated hardware
- fuzzy logic
- fpga implementation
- neural network model
- pruning algorithm
- hardware implementation
- multilayer perceptron
- artificial neural networks
- data sets
- feed forward
- back propagation
- multi layer
- fuzzy systems
- real time systems
- field programmable gate array
- general purpose
- global exponential stability
- query processing
- low power consumption
- fpga technology