We are an interdisciplinary laboratory working on the border between human cognition and machine intelligence. We belong to Department of Psychology, University of Miami
By building computational models and conducting experiments to study human behavior and brain imaging data, we aim to understand the computation underlying learning, decision making, and spontaneous thoughts. Along the way, we contribute new tools to the community. The main goal of computational models in our lab is not to simulate the system, but rather to understand the high-level computation that the system realizes, and the functionality these computations fulfill.
We also take inspiration from human perception, cognition, and development to build deep learning methods that learn models of the world with similar constraint faced by infants.
We will be accepting PhD student for Fall 2025, apply here in September (through cognitive and behavioral neuroscience track)!
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PreprintAs part of human core knowledge, the representation of objects is the building block of mental representation that supports high-level concepts and symbolic reasoning. While humans develop the ability of perceiving objects situated in 3D environments without supervision, models that learn the same set of abilities with similar constraints faced…
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In Heidelberg, Germany, July 6-8
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Ron will present our work on spontaneous thoughts at CCN, joint work with Schuck Lab and Huys lab, with contribution from many lab members (Aaron, Junxia, etc.). Wei will present his work on the development of semantic-based generalization and discrimination in reinforcement learning through life, also with contribution from many…