SPCTRE: sparsity-constrained fully-digital reservoir computing architecture on FPGA.
Yuki AbeKohei NishidaKota AndoTetsuya AsaiPublished in: Int. J. Parallel Emergent Distributed Syst. (2024)
Keyphrases
- reservoir computing
- hardware architecture
- recurrent neural networks
- hardware implementation
- hardware design
- software implementation
- parallel architecture
- fpga implementation
- dedicated hardware
- sparse representation
- pipelined architecture
- real time
- high speed
- fpga technology
- hardware architectures
- xilinx virtex
- software architecture
- digital media
- systolic array
- fpga device
- neural network
- decision making
- multimedia
- web services
- high dimensional