Sabyasachi Shivkumar

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Ralf M. HaefnerAssociate Prof for Brain & Cognitive Science, University of RochesterVerified email at rochester.edu
Ankani ChattorajSr Data Science Engineer, AV Behavior Testing, NVIDIAVerified email at nvidia.com
Ross K MaddoxUniversity of MichiganVerified email at umich.edu
Richard D LangeAssistant Professor, Rochester Institute of TechnologyVerified email at rit.edu
Gregory C. DeAngelisProfessor of Brain and Cognitive Sciences, University of RochesterVerified email at cvs.rochester.edu
V Srinivasa ChakravarthyIndian Institute of Technology MadrasVerified email at ee.iitm.ac.in
Jean-Paul NoelUniversity of MinnesotaVerified email at umn.edu
Dora E AngelakiProfessorVerified email at nyu.edu
Daniel WolpertProfessor of Neuroscience, Columbia UniversityVerified email at columbia.edu
Dr James N IngramSenior Research Associate, Computational and Biological Learning Lab, University of Cambridge, UKVerified email at cam.ac.uk
Gabor LengyelUniversity of RochesterVerified email at ur.rochester.edu
Vignesh MuralidharanAssistant Professor, Indian Institute of Technology JodhpurVerified email at iitj.ac.in
Yongsoo RaHarvard UniversityVerified email at g.harvard.edu
Boris PenalozaPostdoctoral Associate, Northeastern University; Research Scientist, Universidad Tecnológica deVerified email at northeastern.edu
Evan CesanekExponentVerified email at columbia.edu
Manuel Gomez-RamirezUniversity of RochesterVerified email at ur.rochester.edu
Himanshu AhujaPhD Student in Brain and Cog. Sciences, University of RochesterVerified email at dtu.ac.in
Grace DiRisioGraduate student, University of ChicagoVerified email at uchicago.edu
Yelin DongUniversity of RochesterVerified email at ur.rochester.edu

Sabyasachi Shivkumar

Postdoctoral Research Scientist, Columbia University

Verified email at ur.rochester.edu

Computational Neuroscience Machine Learning Decision Making


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	82	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	28	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	25	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	22	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	11	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	11	2017
Hierarchical motion perception as causal inference S Shivkumar, GC DeAngelis, RM Haefner bioRxiv, 2023.11. 18.567582, 2024	3	2024
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	3	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	3	2022
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	2	2024
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
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	1	2024
Causal inference predicts the transition from integration to segmentation in motion perception B Penaloza, S Shivkumar, G Lengyel, GC DeAngelis, RM Haefner Scientific Reports 14 (1), 27704, 2024		2024
How to reward animals based on their subjective percepts: A Bayesian approach to online estimation of perceptual biases Y Dong, G Lengyel, S Shivkumar, A Anzai, GF DiRisio, RM Haefner, ... bioRxiv, 2024		2024
Flexible Perception of Tactile Motion in Multiple Reference Frames H Ahuja, SK Shivkumar, C Feistritzer, R Haefner, GC DeAngelis, ... bioRxiv, 2023.11. 10.566625, 2023		2023
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
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

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