Spiker: an FPGA-optimized Hardware accelerator for Spiking Neural Networks.
Alessio CarpegnaAlessandro SavinoStefano Di CarloPublished in: ISVLSI (2022)
Keyphrases
- field programmable gate array
- spiking neural networks
- hardware implementation
- biologically inspired
- embedded systems
- hardware architecture
- parallel computing
- computing systems
- image processing algorithms
- hardware design
- fpga technology
- low cost
- artificial neural networks
- fpga device
- learning rules
- neural network
- spiking neurons
- feed forward
- parallel hardware
- xilinx virtex
- single chip
- biologically plausible
- reconfigurable hardware
- massively parallel
- hardware description language
- radial basis function
- motor control
- complex systems
- machine learning
- real time
- feature selection
- dedicated hardware