05:44
2026-07-30
arxiv.org
artificial-intelligence
Defeating vanishing gradients in deep neural networks: Quotient Tree Arithmetic
A new computational framework called Quotient Tree Arithmetic (QTA) prevents gradient underflow in deep neural network training by representing values as deferred quotient pairs evaluated lazily at a …