In this chapter, we will look at some of the active research areas in neural networks. The following problems are analyzed from basic research areas to complex real-life problems:
- Overfitting in neural networks
- Large-scale video processing with a neural network
- Named entity recognition using a twisted neural network
- Bidirectional recurrent neural networks