Neural Network
Links to this note:
- Data Driven PDE Solvers for Power Systems
- guo2016convolutional: Convolutional Neural Networks for Steady Flow Approximation
- Convolutional Neural Network
- wu2016multiplicative: On Multiplicative Integration with Recurrent Neural Networks
- sutskever2011generating: Generating text with recurrent neural networks
- ReLU Activation
- Recurrent Neural Network
- Pytorch
- LSTM
- Large Language Models
- Interview Review Material
- hopfield1985neural: ``Neural'' computation of decisions in optimization problems
- goudreau1994firstorder: First-order versus second-order single-layer recurrent neural networks
- General Value Functions
- Experience Replay
- Deep Reinforcement Learning
- Connectionist Network
- chung2014empirical: Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
- chandar2019nonsaturating: Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
- Backpropagation Through Time
- Auxiliary Tasks
- ADAM