Sparse Representations in Continuous Learning Paper Review - August 5, 2020
Channel: Numenta
Date: 2020-08-05

In our previous research meeting, Subutai reviewed three different papers on continuous learning models.  In today's short research meeting, Karan reviews a paper from 1991 that he points out was referenced by all three.  The paper,  "Using Semi-Distributed Representations to Overcome Catastrophic Forgetting in Connectionist Networks" (http://axon.cs.byu.edu/~martinez/classes/678/Presentations/Dean.pdf), was one of the first papers to reference sparse representations in continuous learning.