Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis. - Mitchell Ostrow; Adam Eisen; Leo Kozachkov; Ila Fiete (NeurIPS, 2023)

How Diffusion Models Learn to Factorize and Compose. - Qiyao Liang; Ziming Liu; Mitchell Ostrow; Ila Fiete (NeurIPS, 2024)

Bridging Associative Memory and Probabilistic Modeling. - Rylan Schaeffer; Nika Zahedi; Mikail Khona; Dhruv Pai; Sang T. Truong; Yilun Du; Mitchell Ostrow; Sarthak Chandra; Andres Carranza; Ila Rani Fiete; Andrey Gromov; Sanmi Koyejo (CoRR, 2024)

Delay Embedding Theory of Neural Sequence Models. - Mitchell Ostrow; Adam Eisen; Ila Fiete (CoRR, 2024)

Characterizing control between interacting subsystems with deep Jacobian estimation. - Adam Eisen; Mitchell Ostrow; Sarthak Chandra; Leo Kozachkov; Earl K. Miller; Ila R. Fiete (CoRR, 2025)