Towards Interpreting Recurrent Neural Networks through Probabilistic Abstraction.
Guoliang DongJingyi WangJun SunYang ZhangXinyu WangTing DaiJin Song DongXingen WangPublished in: ASE (2020)
Keyphrases
- recurrent neural networks
- neural network
- reservoir computing
- echo state networks
- artificial neural networks
- feed forward
- complex valued
- cascade correlation
- hidden layer
- recurrent networks
- neural model
- feedforward neural networks
- probabilistic model
- chaotic time series
- long short term memory
- nonlinear dynamic systems
- hebbian learning
- bayesian networks
- feed forward neural networks
- generative model
- high level
- machine learning
- belief networks
- back propagation
- fuzzy logic
- data mining