Mihalas, Stefan

13 publications

NeurIPS 2025 Slow Transition to Low-Dimensional Chaos in Heavy-Tailed Recurrent Neural Networks Yi Xie, Stefan Mihalas, Łukasz Kuśmierz

NeurIPSW 2024 Communication Subspaces Align with Training in ANNs Peter G. L. Poggi, Stefan Mihalas, Dana Mastrovito

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 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

ICLR 2023 Efficient Approximation of Neural Population Structure and Correlations with Probabilistic Circuits Koosha Khalvati, Samantha Johnson, Stefan Mihalas, Michael A Buice

NeurIPS 2023 Gaussian Partial Information Decomposition: Bias Correction and Application to High-Dimensional Data Praveen Venkatesh, Corbett Bennett, Sam Gale, Tamina Ramirez, Greggory Heller, Severine Durand, Shawn Olsen, Stefan Mihalas

NeurIPSW 2023 The Variability of Representations in Mice and Humans Changes with Learning, Engagement, and Attention Praveen Venkatesh, Corbett C Bennett, Sam Gale, Juri Minxha, Hristos Courellis, Greggory Robert Heller, Tamina Keira Ramirez, Severine Durand, Ueli Rutishauser, Shawn R Olsen, Stefan Mihalas

NeurIPS 2022 Biologically-Plausible Backpropagation Through Arbitrary Timespans via Local Neuromodulators Yuhan Helena Liu, Stephen Smith, Stefan Mihalas, Eric Shea-Brown, Uygar Sümbül

NeurIPSW 2022 Geometry of Inter-Areal Interactions in Mouse Visual Cortex Ramakrishnan Iyer, Josh Siegle, Gayathri Mahalingam, Shawn R Olsen, Stefan Mihalas

NeurIPSW 2022 Using Sum-Product Networks to Estimate Neural Population Structure in the Brain Koosha Khalvati, Samantha Johnson, Stefan Mihalas, Michael A Buice

NeurIPSW 2019 Convolutional Neural Networks with Extra-Classical Receptive Fields Brian Hu, Ramakrishnan Iyer, Stefan Mihalas

NeurIPSW 2019 Does the Neuronal Noise in Cortex Help Generalization? Brian Hu, Jiaqi Shang, Ramakrishnan Iyer, Josh Siegle, Stefan Mihalas

NeurIPS 2016 High Resolution Neural Connectivity from Incomplete Tracing Data Using Nonnegative Spline Regression Kameron D Harris, Stefan Mihalas, Eric Shea-Brown