High-Performance FPGA-based Accelerator for Bayesian Recurrent Neural Networks.
Martin FeriancZhiqiang QueHongxiang FanWayne LukMiguel RodriguesPublished in: CoRR (2021)
Keyphrases
- recurrent neural networks
- field programmable gate array
- neural network
- feed forward
- artificial neural networks
- compute intensive
- echo state networks
- recurrent networks
- hardware implementation
- application specific
- feedforward neural networks
- neural model
- reservoir computing
- parallel implementation
- complex valued
- bayesian networks
- hardware design
- nonlinear dynamic systems
- cascade correlation
- long short term memory
- signal processing
- data mining
- parallel computers
- maximum likelihood