Towards interpretable deep local learning with successive gradient reconciliation

Relieving the reliance of neural network training on a global back-propagation (BP) has emerged as a notable research topic due to the biological implausibility and huge memory consumption caused by BP. Among the existing solutions, local learning optimizes gradient-isolated modules of a neural netw...

Descrizione completa

Dettagli Bibliografici
Autori principali: Yang, Y, Li, X, Alfarra, M, Hammoud, H, Bibi, A, Torr, P, Ghanem, B
Natura: Conference item
Lingua:English
Pubblicazione: PMLR 2024