E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs.
Zhe LiCaiwen DingSiyue WangWujie WenYouwei ZhuoChang LiuQinru QiuWenyao XuXue LinXuehai QianYanzhi WangPublished in: HPCA (2019)
Keyphrases
- recurrent neural networks
- neural network
- complex valued
- artificial neural networks
- reservoir computing
- feed forward
- feedforward neural networks
- recurrent networks
- neural model
- long short term memory
- echo state networks
- nonlinear dynamic systems
- cascade correlation
- hidden layer
- hebbian learning
- artificial intelligence
- field programmable gate array
- chaotic time series