MATH · IN · MODELS

Rangamani (2025) Modular-Addition RNN

Research (Rangamani 2025; custom-trained from scratch on modular addition, arXiv:2503.22059)

Structures found in this family (1)

By model (1)

Modular-Arithmetic Vanilla RNN (1 layer, tanh, d_h=256, mod 113)

Papers

Modular Addition in Recurrent Neural Networks Requires Low-Rank Fourier Circuits (2025)