SpikeExplorer: hardware-oriented Design Space Exploration for Spiking Neural Networks on FPGA.
Dario PadovanoAlessio CarpegnaAlessandro SavinoStefano Di CarloPublished in: CoRR (2024)
Keyphrases
- design space exploration
- spiking neural networks
- field programmable gate array
- hardware implementation
- computer architecture
- hardware architecture
- low cost
- biologically inspired
- hardware design
- design space
- real time
- design process
- hardware and software
- computer systems
- embedded systems
- spiking neurons
- biologically plausible
- learning rules
- signal processing
- parallel computing
- feed forward
- hardware software
- computing systems
- neural network
- image processing
- motor control
- hw sw
- parallel architecture
- massively parallel
- biological systems
- learning scheme
- computer aided
- artificial neural networks
- machine learning