Neural DDEs are universal approximators only when the product of Lipschitz constant and delay is large enough; small memory capacity makes them behave like non-universal neural ODEs.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.DS 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
The Influence of the Memory Capacity of Neural DDEs on the Universal Approximation Property
Neural DDEs are universal approximators only when the product of Lipschitz constant and delay is large enough; small memory capacity makes them behave like non-universal neural ODEs.