Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark.
Hendrik BorrasGiuseppe Di GuglielmoJavier M. DuarteNicolò GhielmettiBenjamin HawksScott HauckShih-Chieh HsuRyan KastnerJason LiangAndres MezaJules MuhiziTai NguyenRushil RoyNhan TranYaman UmurogluOlivia WengAidan YokudaMichaela BlottPublished in: CoRR (2022)
Keyphrases
- open source
- hardware software
- maximum likelihood
- open source software
- field programmable gate array
- high speed
- source code
- hardware design
- low cost
- hardware implementation
- hw sw
- signal processing
- real time image processing
- real time
- hardware and software
- open source projects
- software implementation
- reconfigurable hardware
- evolutionary algorithm
- case study
- hardware architecture
- fpga implementation
- low power
- comparative analysis
- single chip
- information systems
- low power consumption