Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform.
Chaim BaskinNatan LissEvgenii ZheltonozhskiiAlexander M. BronsteinAvi MendelsonPublished in: IPDPS Workshops (2018)
Keyphrases
- neural network
- real time
- distributed architecture
- network architecture
- hardware architecture
- data flow
- layered architecture
- hardware design
- database machine
- pattern recognition
- multi layer
- design methodology
- client server architecture
- management system
- data streams
- hardware implementation
- service architecture
- real world
- hardware architectures
- communication protocol
- design considerations
- small scale
- data streaming
- associative memory
- recurrent neural networks
- software platform
- genetic algorithm
- parallel architecture
- learning capabilities
- general purpose
- computing platform
- neural network model
- cross platform
- feed forward
- platform independent
- reconfigurable hardware
- back propagation