Hardware accelerators for recurrent neural networks on FPGA.
Andre Xian Ming ChangEugenio CulurcielloPublished in: ISCAS (2017)
Keyphrases
- recurrent neural networks
- field programmable gate array
- feed forward
- neural network
- high speed
- hardware implementation
- artificial neural networks
- complex valued
- real time image processing
- reservoir computing
- echo state networks
- hardware architecture
- verilog hdl
- fpga implementation
- recurrent networks
- hardware architectures
- long short term memory
- feedforward neural networks
- low cost
- single chip
- neural model
- signal processing
- cascade correlation
- hebbian learning
- nonlinear dynamic systems
- real time
- hardware design
- chaotic time series
- xilinx virtex
- fuzzy logic