FPGA Resource-aware Structured Pruning for Real-Time Neural Networks.
Benjamin RamhorstGeorge A. ConstantinidesVladimir LoncarPublished in: CoRR (2023)
Keyphrases
- real time
- neural network
- low cost
- dedicated hardware
- high speed
- data acquisition
- pattern recognition
- fpga hardware
- structured data
- fpga device
- signal processing
- search space
- vision system
- hardware implementation
- pruning method
- fpga implementation
- fuzzy logic
- multi layer
- computer vision
- genetic algorithm
- data sets
- decision trees
- radial basis function
- feed forward
- real time systems
- low power consumption
- parallel hardware