RF Signal Classification using Boolean Reservoir Computing on an FPGA.
Heidi KomkovLiam PocherAlessandro RestelliBrian HuntDaniel P. LathropPublished in: IJCNN (2021)
Keyphrases
- reservoir computing
- recurrent neural networks
- radio frequency
- hardware implementation
- boolean functions
- real valued
- field programmable gate array
- high speed
- real time image processing
- low cost
- relevance feedback
- parallel hardware
- computer vision
- hardware design
- boolean queries
- software implementation
- signal processing
- digital signal
- neural network
- verilog hdl
- fpga implementation
- real time
- gate array
- general purpose
- database
- hardware architecture
- parallel architecture
- frequency band
- fpga device
- supply chain
- hardware architectures
- information systems
- machine learning