On the role of theory and modeling in neuroscience D Levenstein, VA Alvarez, A Amarasingham, H Azab, ZS Chen, ... Journal of Neuroscience 43 (7), 1074-1088, 2023 | 59 | 2023 |
A probabilistic population code based on neural samples S Shivkumar, R Lange, A Chattoraj, R Haefner Advances in neural information processing systems 31, 2018 | 25 | 2018 |
Bayesian encoding and decoding as distinct perspectives on neural coding RD Lange, S Shivkumar, A Chattoraj, RM Haefner Nature neuroscience 26 (12), 2063-2072, 2023 | 18 | 2023 |
Aberrant causal inference and presence of a compensatory mechanism in autism spectrum disorder JP Noel, S Shivkumar, K Dokka, RM Haefner, DE Angelaki Elife 11, e71866, 2022 | 17 | 2022 |
Task-uninformative visual stimuli improve auditory spatial discrimination in humans but not the ideal observer MS Cappelloni, S Shivkumar, RM Haefner, RK Maddox Plos one 14 (9), e0215417, 2019 | 10 | 2019 |
A biologically plausible architecture of the striatum to solve context-dependent reinforcement learning tasks S Shivkumar, V Muralidharan, VS Chakravarthy Frontiers in neural circuits 11, 45, 2017 | 10 | 2017 |
Ouvrai: Opening access to remote VR studies of human behavioral neuroscience E Cesanek, S Shivkumar, JN Ingram, DM Wolpert bioRxiv, 2023.05. 23.542017, 2023 | 2 | 2023 |
Inferring sources of suboptimality in perceptual decision making using a causal inference task S Shivkumar, MS Cappelloni, RK Maddox, RM Haefner bioRxiv, 2022.04. 28.489925, 2022 | 2 | 2022 |
A confirmation bias due to approximate active inference A Chattoraj, S Shivkumar, Y Ra, RM Haefner Proceedings of the Annual Meeting of the Cognitive Science Society 43 (43), 2021 | 2 | 2021 |
A causal inference model for the perception of complex motion in the presence of self-motion S Shivkumar, GC DeAngelis, RM Haefner J. Vis 20, 1631, 2020 | 2 | 2020 |
Effects of auditory reliability and ambiguous visual stimuli on auditory spatial discrimination MS Cappelloni, S Shivkumar, RM Haefner, RK Maddox bioRxiv, 2020.06. 11.140491, 2020 | 2 | 2020 |
Ouvrai opens access to remote virtual reality studies of human behavioural neuroscience E Cesanek, S Shivkumar, JN Ingram, DM Wolpert Nature Human Behaviour, 1-16, 2024 | 1 | 2024 |
Hierarchical motion perception as causal inference S Shivkumar, GC DeAngelis, RM Haefner bioRxiv, 2023 | 1 | 2023 |
A General Method for Testing Bayesian Models using Neural Data G Lengyel, S Shivkumar, RM Haefner UniReps: the First Workshop on Unifying Representations in Neural Models, 2024 | | 2024 |
Causal inference predicts the effect of motion uncertainty in motion integration/segregation tasks. B Penaloza, S Shivkumar, G Lengyel, G DeAngelis, R Haefner Journal of Vision 23 (9), 5431-5431, 2023 | | 2023 |
Flexible Perception of Tactile Motion in Multiple Reference Frames H Ahuja, S Shivkumar, CM Feistritzer, RM Haefner, GC DeAngelis, ... bioRxiv, 2023.11. 10.566625, 2023 | | 2023 |
Eye-movements during active sensing suffer from a confirmation bias RM Haefner, S Shivkumar, A Chattoraj, YS Ra Journal of Vision 22 (14), 4395-4395, 2022 | | 2022 |
Causal inference underlies hierarchical motion perception S Shivkumar, B Penaloza, G Lengyel, GC DeAngelis, RM Haefner Journal of Vision 22 (14), 4017-4017, 2022 | | 2022 |
Task-uninformative visual stimuli improve auditory spatial discrimination: the ambiguous contribution of relative reliability MS Cappelloni, S Shivkumar, RM Haefner, RK Maddox bioRxiv, 2022.08. 24.505112, 2022 | | 2022 |
Signatures of Suboptimality and Causal Inference in Perceptual Decisions S Shivkumar University of Rochester, 2022 | | 2022 |