Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis Mitchell Ostrow, Adam Eisen, Leo Kozachkov, Ila Fiete

Feb-13-2026, 11:35:20 GMT–Neural Information Processing Systems 

Y et in recurrent networks, computations are implemented at the level of dynamics, and two networks performing the same computation with equivalent dynamics need not exhibit the same geometry.