SheaBrown, Eric Todd

6 publications

TMLR 2026 A Simple Connection from Loss Flatness to Compressed Neural Representations Shirui Chen, Stefano Recanatesi, Eric Todd SheaBrown

ICLR 2025 NetFormer: An Interpretable Model for Recovering Dynamical Connectivity in Neuronal Population Dynamics Ziyu Lu, Wuwei Zhang, Trung Le, Hao Wang, Uygar Sümbül, Eric Todd SheaBrown, Lu Mi

ICLR 2024 How Connectivity Structure Shapes Rich and Lazy Learning in Neural Circuits Yuhan Helena Liu, Aristide Baratin, Jonathan Cornford, Stefan Mihalas, Eric Todd SheaBrown, Guillaume Lajoie

NeurIPSW 2024 NetFormer: An Interpretable Model for Recovering Identity and Structure in Neural Population Dynamics Wuwei Zhang, Ziyu Lu, Trung Le, Hao Wang, Uygar Sümbül, Eric Todd SheaBrown, Lu Mi

NeurIPSW 2024 The Role of Cortical Varibility in Supporting Few-Shot Generalization: Theory and Empirical Evidence Praveen Venkatesh, Jiaqi Shang, Corbett C Bennett, Sam Gale, Greggory Robert Heller, Tamina Keira Ramirez, Severine Durand, Eric Todd SheaBrown, Shawn R Olsen, Stefan Mihalas

NeurIPSW 2023 Attention for Causal Relationship Discovery from Biological Neural Dynamics Ziyu Lu, Anika Tabassum, Shruti R. Kulkarn, Lu Mi, J. Nathan Kutz, Eric Todd SheaBrown, Seung-Hwan Lim