Our research explores how we learn from our mistakes. As infants learning to walk, we take unsteady steps, fall, adjust, and eventually develop stable locomotion. This iterative cycle of action, error, and refinement continues throughout life, shaping our...
My research seeks to uncover the principles that govern how neural circuits, both biological and artificial, represent and transform information.
A central focus of my group is the geometry of neural population activity, or “neural manifolds,” which...
Our research group applies Positron Emission Tomography (PET), molecular imaging principles, and pharmacokinetic modeling methods to measure physiological parameters in vivo to better understand healthy brain function, aging, neuropsychiatric disorders...
I lead an interdisciplinary research group with interests encompassing computational biology, imaging, and brain science. A core aim of our group is the development of computational methods for biomedical image analysis, with domains ranging from...
Our lab seeks to enable the dissection of tissues into the rules which govern their organization.
Genomic tools for understanding tissue function are critically needed. Applying genomic technologies to tissues has faced three major challenges: first, to...
Our lab studies the molecular mechanisms of sensory transduction, seeking to understand how animals detect the physical and chemical cues from their environment and transform them into cellular signals. In particular, we focus on the sense of smell in...
Our DNA represents the full...
My research areas are theoretical neuroscience and theory of neural computation in natural and artificial systems. We pursue various research directions in theoretical neuroscience and neuroscience-guided machine learning, including theories of population...
My lab works at the intersection of neurobiology, physics, and engineering. We combine functional and structural mapping of...