From the 1 of 2 linked papers with an AI index.
2 papers
cs.NE2026
Backpropagation as a Nilpotent Linear System
Ahmed Boughammoura
The paper reformulates backpropagation for feedforward networks as a single nilpotent linear system, showing it is equivalent to block back‑substitution and analyzing its behavior…
cs.LG2024
Learning by the F-adjoint
Ahmed Boughammoura
A recent paper by Boughammoura (2023) describes the back-propagation algorithm in terms of an alternative formulation called the F-adjoint method. In particular, by the F-adjoint a…