Research Projects
Current research, with links to available papers and code
Sequential Cognition & Serial Dependence
Core research on how past responses shape perception and decisions
Bayesian Updating in Serial Dependence
Lead author preprint on Bayesian updating in serial dependence
Serial Dependence × Uncertainty
How uncertainty modulates dependencies from trial to trial
Serial Dependence in Decision Confidence
Neural substrates of carryover in confidence using fMRI
Retention Gated by Feedback (Keystone)
How feedback adjusts prior vs current weighting in sequential decisions
Spatial and Temporal Cognition
Joint inference across time and space dimensions
fMRI Latent Dynamics Across Time and Space
Neural bases of integration across time and space using generative models
Carryover Across Dimensions
How time×space×quantity dependencies generalize across dimensions
Attention & Time Compression
Visual exploration effects on subjective time perception (EEG and eye tracking)
Computational Methods & Neural Tools
Advanced modeling approaches and research infrastructure
Kalman Filter Framework
Theoretical anchor for inference weighted by precision, across modalities
Latent Dynamics & Neural Representation Learning
CEBRA, VAE, and deep learning approaches for neural data
Brain-Computer Interface & VR Systems
Neural decoding in real time for sensorimotor applications
Neural Integration Across Species
Mouse calcium imaging to human fMRI behavioral alignment