The Future of Neural Networks
This is an incremental review of emerging neural network architectures and their potential applications in brain-inspired computing.
The paper discusses recent developments in neural networks, including pulsed neural networks and memristor-based brain-like computers like MoNETA, and concludes that neural networks are essential for creating human-like technology.
The paper describes some recent developments in neural networks and discusses the applicability of neural networks in the development of a machine that mimics the human brain. The paper mentions a new architecture, the pulsed neural network that is being considered as the next generation of neural networks. The paper also explores the use of memristors in the development of a brain-like computer called the MoNETA. A new model, multi/infinite dimensional neural networks, are a recent development in the area of advanced neural networks. The paper concludes that the need of neural networks in the development of human-like technology is essential and may be non-expendable for it.