A confirmation bias in perceptual decision-making due to hierarchical approximate inference RD Lange, A Chattoraj, JM Beck, JL Yates, RM Haefner PLoS computational biology 17 (11), e1009517, 2021 | 41* | 2021 |
A probabilistic population code based on neural samples S Shivkumar, R Lange, A Chattoraj, R Haefner Advances in Neural Information Processing Systems, 7070-7079, 2018 | 25 | 2018 |
Task-induced neural covariability as a signature of approximate Bayesian learning and inference RD Lange, RM Haefner PLoS computational biology 18 (3), e1009557, 2022 | 24* | 2022 |
Characterizing and interpreting the influence of internal variables on sensory activity RD Lange, RM Haefner Current opinion in neurobiology 46, 84-89, 2017 | 23 | 2017 |
Bayesian encoding and decoding as distinct perspectives on neural coding RD Lange, S Shivkumar, A Chattoraj, RM Haefner Nature Neuroscience 26, 2063–2072, 2023 | 18 | 2023 |
A large language model-assisted education tool to provide feedback on open-ended responses JK Matelsky, F Parodi, T Liu, RD Lange, KP Kording arXiv preprint arXiv:2308.02439, 2023 | 11 | 2023 |
Interpolating between sampling and variational inference with infinite stochastic mixtures RD Lange, AS Benjamin, RM Haefner, X Pitkow Uncertainty in Artificial Intelligence, 1063-1073, 2022 | 6 | 2022 |
Clustering units in neural networks: upstream vs downstream information RD Lange, DS Rolnick, KP Kording arXiv preprint arXiv:2203.11815, 2022 | 6 | 2022 |
Deep Networks as Paths on the Manifold of Neural Representations RD Lange, D Kwok, JK Matelsky, X Wang, D Rolnick, K Kording Topological, Algebraic and Geometric Learning Workshops 2023, 102-133, 2023 | 3* | 2023 |
Weak evidence for neural correlates of task-switching in macaque V1 RD Lange, C Gómez-Laberge, VK Berezovskii, A Pletenev, A Sherdil, ... Journal of Neurophysiology 129 (5), 1021-1044, 2023 | 3 | 2023 |
Cognitive and action control for goal-directed reaching in a humanoid robot JD Kralik, DBC Muldrew, D Gunasekaran, RD Lange 2017 IEEE International Conference on Robotics and Biomimetics (ROBIO), 1868 …, 2017 | 3 | 2017 |
Using a perceptual confirmation bias to study learning and feedback in fovea and periphery RM Haefner, A Chattoraj, RD Lange Journal of Vision 20 (11), 1695-1695, 2020 | 1* | 2020 |
What makes representations “useful”? B Baker, R Lange, A Achille, R Cao, N Kriegeskorte, O Schwartz, X Pitkow | | 2021 |
Signatures of approximate Bayesian inference in early visual perception RD Lange University of Rochester, 2020 | | 2020 |
On the computational basis of the confirmation bias RD Lange, A Chattoraj, RM Haefner | | |