Hardware implementation of Hopfield-like neural networks: Quantitative analysis of FPGA approach.
Sergiu ZaporojanViorel CarbuneRadu Razvan SlavescuPublished in: ICCP (2021)
Keyphrases
- hardware implementation
- quantitative analysis
- neural network
- field programmable gate array
- hopfield neural network
- qualitative analysis
- hopfield network
- associative memory
- signal processing
- fpga implementation
- auto associative
- dedicated hardware
- hardware architecture
- efficient implementation
- hardware design
- pattern recognition
- software implementation
- qualitative and quantitative analysis
- qualitative evaluation
- neural network model
- xilinx virtex
- fpga device
- artificial neural networks
- image processing algorithms
- image binarization
- general purpose processors
- pipelined architecture
- pipeline architecture
- memory management
- reconfigurable hardware
- processing elements
- parallel architecture
- fpga technology
- learning rules
- data processing
- image processing