Chklovskii, Dmitri

10 publications

NeurIPS 2025 Neurons as Detectors of Coherent Sets in Sensory Dynamics Joshua L. Pughe-Sanford, Xuehao Ding, Jason J Moore, Anirvan M. Sengupta, Charles Epstein, Philip Greengard, Dmitri Chklovskii

ICML 2023 Adaptive Whitening in Neural Populations with Gain-Modulating Interneurons Lyndon Duong, David Lipshutz, David Heeger, Dmitri Chklovskii, Eero P Simoncelli

ICLR 2023 Interneurons Accelerate Learning Dynamics in Recurrent Neural Networks for Statistical Adaptation David Lipshutz, Cengiz Pehlevan, Dmitri Chklovskii

ICMLW 2023 Unlocking the Potential of Similarity Matching: Scalability, Supervision and Pre-Training Yanis Bahroun, Shagesh Sridharan, Atithi Acharya, Dmitri Chklovskii, Anirvan M. Sengupta

NeurIPSW 2022 Similarity-Preserving Neural Networks from GPLVM and Information Theory Yanis Bahroun, Atithi Acharya, Dmitri Chklovskii, Anirvan M. Sengupta

NeurIPS 2019 A Similarity-Preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit Yanis Bahroun, Dmitri Chklovskii, Anirvan Sengupta

JMLR 2018 Clustering Is Semidefinitely Not That Hard: Nonnegative SDP for Manifold Disentangling Mariano Tepper, Anirvan M. Sengupta, Dmitri Chklovskii

NeurIPS 2018 Manifold-Tiling Localized Receptive Fields Are Optimal in Similarity-Preserving Neural Networks Anirvan Sengupta, Cengiz Pehlevan, Mariano Tepper, Alexander Genkin, Dmitri Chklovskii

NeurIPS 2017 OnACID: Online Analysis of Calcium Imaging Data in Real Time Andrea Giovannucci, Johannes Friedrich, Matt Kaufman, Anne Churchland, Dmitri Chklovskii, Liam Paninski, Eftychios A Pnevmatikakis

NeurIPS 2015 A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks Cengiz Pehlevan, Dmitri Chklovskii