Jason M. Allred

Stimulating STDP to Exploit Locality for Lifelong Learning without Catastrophic Forgetting.

2019 · arXiv (Cornell University)

Stochastic gradient descent requires that training samples be drawn from a uniformly random distribution of the data. For a deployed system that must learn online from an uncontrolled and unknown environment, the ordering of input …