E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs.
Zhe LiCaiwen DingSiyue WangWujie WenYouwei ZhuoChang LiuQinru QiuWenyao XuXue LinXuehai QianYanzhi WangPublished in: CoRR (2018)
Keyphrases
- recurrent neural networks
- neural network
- feed forward
- complex valued
- recurrent networks
- long short term memory
- echo state networks
- feedforward neural networks
- artificial neural networks
- reservoir computing
- cascade correlation
- hidden layer
- hebbian learning
- neural model
- long term
- chaotic time series
- nearest neighbor
- hardware and software
- nonlinear dynamic systems
- real time