Surya Ganguli

Continual Learning Through Synaptic Intelligence

2017 · arXiv (Cornell University)

While deep learning has led to remarkable advances across diverse applications, it struggles in domains where the data distribution changes over the course of learning. In stark contrast, biological neural networks continually adapt to changing …