activity
20172021
most citedASP: Learning to Forget with Adaptive Synaptic Plasticity in Spiking Neural Networks

59 citations · 95 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.NE2019★ 35 cited

Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural Networks

Jason M. Allred, Kaushik Roy

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 uncontrol…