A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC.
Giuseppe Di GuglielmoFarah FahimChristian HerwigManuel Blanco ValentinJavier M. DuarteCristian GinguPhilip C. HarrisJames HirschauerMartin KwokVladimir LoncarYingyi LuoLlovizna MirandaJennifer NgadiubaDaniel NoonanSeda Ogrenci MemikMaurizio PieriniSioni SummersNhan TranPublished in: CoRR (2021)
Keyphrases
- data compression
- neural network
- hardware implementation
- compression algorithm
- data reduction
- compression scheme
- compressed data
- design methodology
- general purpose
- wavelet filters
- low cost
- compression ratio
- mixed data
- high compression
- integrated circuit
- artificial neural networks
- lossless data compression
- huffman coding
- wavelet compression
- application specific
- hardware architecture
- associative memory
- data mining
- data analysis