AN
I’m an Assistant Professor at Carnegie Mellon University’s Machine Learning Department, a core faculty member of the Neuroscience Institute, and hold a courtesy appointment in the Robotics Institute. My lab, the NeuroAgents lab, works at the intersection of neuroscience & AI to reverse-engineer animal intelligence and build the next generation of autonomous agents. Learn more here.
Additional profile links
Publications
- CORnet: Modeling the Neural Mechanisms of Core Object Recognition
- Unsupervised neural network models of the ventral visual stream
- Recurrent Connections in the Primate Ventral Visual Stream Mediate a Tradeoff Between Task Performance and Network Size During Core Object Recognition
- Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks
- Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation
- When and why grid cells appear or not in trained path integrators
- Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation
- For human-like models, train on human-like tasks
- Scaling Properties for Artificial Neural Network Models of a Small Nervous System