On the Number of Observation Nodes in Recurrent Neural Networks with Linear Threshold and ReLU Functions

Liangjie Sun, Wai-Ki Ching, Tatsuya Akutsu

This paper investigates how node update rules and admissible state domains affect the minimum number of observation nodes required for global finite-horizon observability in recurr…