SoftHebb: Bayesian Inference in Unsupervised Hebbian Soft Winner-Take-All Networks

1 code implementation • 12 Jul 2021 • Timoleon Moraitis, Dmitry Toichkin, Adrien Journé, Yansong Chua, Qinghai Guo

All in all, Hebbian efficiency, theoretical underpinning, cross-entropy-minimization, and surprising empirical advantages, suggest that SoftHebb may inspire highly neuromorphic and radically different, but practical and advantageous learning algorithms and hardware accelerators.

Bayesian Inference