Lipshutz, David

13 publications

ICLR 2025 Comparing Noisy Neural Population Dynamics Using Optimal Transport Distances Amin Nejatbakhsh, Victor Geadah, Alex H Williams, David Lipshutz
ICLR 2025 Discriminating Image Representations with Principal Distortions Jenelle Feather, David Lipshutz, Sarah E Harvey, Alex H Williams, Eero P Simoncelli
NeurIPS 2025 Modeling Neural Activity with Conditionally Linear Dynamical Systems Victor Geadah, Amin Nejatbakhsh, David Lipshutz, Jonathan W. Pillow, Alex H Williams
NeurIPSW 2024 Comparing the Local Information Geometry of Image Representations David Lipshutz, Jenelle Feather, Sarah E Harvey, Alex H Williams, Eero P Simoncelli
ICLRW 2024 Disentangling Recurrent Neural Dynamics with Stochastic Representational Geometry David Lipshutz, Amin Nejatbakhsh, Alex H Williams
NeurIPS 2024 Shaping the Distribution of Neural Responses with Interneurons in a Recurrent Circuit Model David Lipshutz, Eero P. Simoncelli
NeurIPSW 2024 What Representational Similarity Measures Imply About Decodable Information Sarah E Harvey, David Lipshutz, Alex H Williams
ICML 2023 Adaptive Whitening in Neural Populations with Gain-Modulating Interneurons Lyndon Duong, David Lipshutz, David Heeger, Dmitri Chklovskii, Eero P Simoncelli
NeurIPS 2023 Adaptive Whitening with Fast Gain Modulation and Slow Synaptic Plasticity Lyndon Duong, Eero P. Simoncelli, Dmitri B. Chklovskii, David Lipshutz
ICLR 2023 Interneurons Accelerate Learning Dynamics in Recurrent Neural Networks for Statistical Adaptation David Lipshutz, Cengiz Pehlevan, Dmitri Chklovskii
NeurIPS 2022 Biological Learning of Irreducible Representations of Commuting Transformations Alexander Genkin, David Lipshutz, Siavash Golkar, Tiberiu Tesileanu, Dmitri B. Chklovskii
NeurIPS 2020 A Biologically Plausible Neural Network for Slow Feature Analysis David Lipshutz, Charles Windolf, Siavash Golkar, Dmitri B. Chklovskii
NeurIPS 2020 A Simple Normative Network Approximates Local Non-Hebbian Learning in the Cortex Siavash Golkar, David Lipshutz, Yanis Bahroun, Anirvan Sengupta, Dmitri B. Chklovskii