A Reconfigurable Multithreaded Accelerator for Recurrent Neural Networks.
Zhiqiang QueHiroki NakaharaHongxiang FanJiuxi MengKuen Hung TsoiXinyu NiuEriko NurvitadhiWayne LukPublished in: FPT (2020)
Keyphrases
- recurrent neural networks
- field programmable gate array
- compute intensive
- hardware implementation
- low cost
- reconfigurable architecture
- feed forward
- neural network
- complex valued
- reservoir computing
- artificial neural networks
- nonlinear dynamic systems
- echo state networks
- multi user
- recurrent networks
- parallel computing
- image processing algorithms
- embedded systems
- parallel implementation
- mutual exclusion
- long short term memory
- neural model
- multithreading
- general purpose
- parallel programming
- linear hashing
- feedforward neural networks
- hebbian learning
- chaotic time series
- cascade correlation
- data mining
- neural models
- probabilistic model
- expert systems