1 citations · 1 across the 4 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022
ATLAS: Universal Function Approximator for Memory Retention
Heinrich van Deventer, Anna Bosman
Artificial neural networks (ANNs), despite their universal function approximation capability and practical success, are subject to catastrophic forgetting. Catastrophic forgetting…
cs.LG2022
KASAM: Spline Additive Models for Function Approximation
Heinrich van Deventer, Pieter Janse van Rensburg, Anna Bosman
Neural networks have been criticised for their inability to perform continual learning due to catastrophic forgetting and rapid unlearning of a past concept when a new concept is i…