- Children and adolescent neurocognitive development, obesity and overeating behavior
- Decision-making/executive function (e.g., reward, inhibitory control, working memory circuitry)
- Clinical consequences of weight gain (and obesity) on brain structure and function
- Exploration of sex and pubertal effects on these relationships
- Unraveling social determinants of health on the brain and weight gain
- Neuroinflammation
- Eating behavior, disordered eating
- Neuroimgaing
- Computational modeling (e.g., advanced longitudinal analyses, machine learning)
- Early life nutrition on neurocognitive development
Isabelle Brocas
- Experimental Economics
- Neuroeconomics
- Behavioral Economics
Karolina Charaziak
- Systems neuroscience
- Physiology of hearing
- In vivo imaging and electrophysiology
- Inner ear mechanics & wave propagation
- Mathematical modeling
- Neuropsychiatric disorders
- Multimodal neuroimaging
- Machine learning, deep learning for clinical neuroscience
- Large-scale consortium neuroscience
- Neuroimaging genetics
- Neurodegeneration and aging
Giorgio Coricelli
- Neuroeconomics
- Emotion and decision-making
- Social Neuroscience
Dominique Duncan
- Epilepsy
- EEG
- MRI
- Traumatic Brain Injury
- Alzheimer’s Disease
- Applied Harmonic Analysis
- Diffusion Geometry
- Biomedical Signal Processing
- Nonlinear Filtering
- Analysis and Modeling of Signals
- Statistical Signal Processing
- Virtual Reality
James M Finley
- Locomotor adaptation and learning
- Optimality principles underlying the control of healthy and pathological gait
- Elucidating cortical contributions to human gait
- Developing virtual-reality based approaches for neurorehabilitation
Joel D. Hahn
- The structural organization of brain circuits
- The neurobiology of aggression
- Additional collaborative research: 1) The neurobiology of ingestive behavior (with Dr. Scott Kanoski); 2) Mouse brain architecture (with Dr. Hongwei Dong)
Mark S. Humayun
- Electrical stimulation of the retina
- Retinal prosthesis
- Retinal disease
- Instrumentation for vitreoretinal surgery
Andrei Irimia
- traumatic brain injury in older adults
- brain aging
- connectomics
- cerebral plasticity prompted by traumatic brain injury
- neuroimaging
- blood-brain barrier
- cerebral microhemorrhage
- aging in atypical populations
Radha Kalluri
- cochlear mechanics, acoustics, nonlinear wave phenomena
- otoacoustic emissions and noninvasive testing of cochlear function
- sensory transduction in the auditory and vestibular periphery
- biophysics of sensory neurons
Hosung Kim
- Neurodevelopment, neonatal brain imaging
- Machine learning, deep learning in clinical neuroscience
- Brain imaging quality assessment & control
- Prediction of outcome in acute & chronic stroke patients using machine learning
- Neuroimaging processing and statistical analyses
Jason J Kutch
- Neural mechanisms for muscle activation
- Engineering of non-invasive systems to study human motor function
- Neuromuscular disorders
- Autism
- Attention-Deficit/Hyperactivity Disorder (ADHD)
- Typical Brain Development
- Sex Differences
- Magnetic Resonance Imaging (MRI)
- Diffusion-weighted MRI
- Resting-State fMRI
Bartlett W. Mel
- Using computer models to study brain function at single cell and systems levels
- Role of active dendritic processing in the sensory and memory-related functions of pyramidal neurons
- Neuromorphic models of visual cortex; neurally-inspired approaches to image processing problems
Jeffrey Moore
- motor control
- active sensing
- neural circuits
Shrikanth (Shri) Narayanan
- Using computer models to study brain function at single cell and systems levels
- Role of active dendritic processing in the sensory and memory-related functions of pyramidal neurons
- Neuromorphic models of visual cortex; neurally-inspired approaches to image processing problems
Payam Piray
- Computational cognitive neuroscience
- Decision neuroscience
- Computational psychiatry
- Reinforcement learning
- Bayesian machine learning
- fMRI
Giorgia Quadrato
- brain organoids
- pluripotent stem cells
- neural stem cells
- neurodevelopmental disorders
- autism
- single cell sequencing
- cell-cell interactions
Stephen J. Read
- Neuroscience of Decision-making
- Computational models of motivated decision-making
- Computational models of personality
- Pavlovian Instrumental Transfer in human social behavior
Nicolas Schweighofer
- Computational Neurorehabilitation
- Computational Motor Control and Learning
- Behavioral Motor Learning
- Neurorehabilitation
Beth A. Smith
- Infant Development
- Physical Therapy
- Neuromotor Control
Dong Song
- Hippocampal memory prostheses
- Experimental, theoretical and computational studies of the hippocampus
- Combined mechanistic and statistical modeling of nervous systems
- Mechanisms of learning and memory
- High-density conformal multi-electrode array
- Ultraminiaturized bioelectronics systems for neural recording and stimulation
Larry Swanson
Huizhong W. Tao
- Cellular neurobiology
- Developmental neurobiology
- Sensory neurobiology
- Central visual processing
- Medical Imaging Computing
- Machine learning & Artificial Intelligence
- Multi-omics (genetics & proteomics
Li Zhang
- Synaptic circuitry mechanisms for sensory information processing
- Technical innovations for tracing brain circuits
- Neural circuits for innate behavior
- Synaptic and cellular basis for development and plasticity of neural circuitry
- Neural circuitry basis for sensory processing disorders