Browse wide-ranging research at the frontiers of neuroscience supported by Wu Tsai Neurosciences Institute grants, awards, and training fellowships.
Projects
Weak supervision in medical multi-modal time series
The project aims to alleviate this bottleneck by developing a weak supervision system that optimally deals with time-series data and takes advantage of multiple data modalities.
A spatiotemporally-resolved circuit model of the physiologic and behavioral effects of subanesthetic ketamine activity in the limbic system
Developing a platform of biocompatible nanoparticles that uncage a drug payload upon ultrasound application.
A multi-rank statistical model to determine the impact of behavioral state on navigational coding by medial entorhinal cortex
Behavioral state—such as alertness or exhaustion—dramatically impacts how our brains function. Yet, in spite of the key role that it plays in cognition, how behavioral state influences brain function remains a central mystery in neuroscience.
Targeting DNA repair for neuroinflammation in stroke
The wearable ENG: A dizzy attack event monitor
PTS glove passive tactile stimulation for stroke rehab - Renewal
This team is developing wearable stimulation devices to improve limb function after stroke. The technology includes a tactile stimulation method, and the wireless, lightweight, and low-cost wearable computing devices to apply this stimulation.
CPStim: Optimized non-invasive brain stimulation for chronic pain
Deep learning for automated seizure localization
How do Schwann cells sort and myelinate axons in the developing peripheral nervous system?
Schwann cells (SCs) sort and myelinate peripheral axons, and impairments in either process can cause long-term disability. There are no therapeutic strategies for targeting SC dysfunction, underscoring the need to investigate mechanisms of sorting and myelination. Both processes require highly motile SC cytoplasmic protrusions, but the basis of this motility is unclear.
Magnetic Resonance Imaging of Epileptogenesis
Absence epilepsy is a form of pediatric epilepsy which causes seizures with brief lapses in awareness. Electron microscopy results in a murine model of absence epilepsy support the hypothesis that maladaptive myelination plays a role in disease progression.
The wearable ENG: a dizzy attack event monitor, Dizzy DX - Renewal
Optimization of the African killifish platform for rapid drug screening for aggregate based neurodegenerative diseases
Rapid and automated educational assessment through the web browser
Remote reliable measurements of movement using a Bluetooth enabled engineered keyboard solve an unmet need in neurological diseases
This team is developing a device that will enable accurate diagnosis of Parkinson’s disease via telemedicine. They initially introduced the technology of Quantitative DigitoGraphy (QDG) using a repetitive alternating finger tapping (RAFT) task on a musical instrument digital interface (MIDI) keyboard and will use Neuroscience: Translate funding for the next stage of device development.
Extracochlear neurostimulation - Auricle
Sensorineural hearing loss is an increasingly prevalent condition that causes disability to over a third of US adults aged over 65. We are developing a breakthrough device to restore high-frequency hearing that preserves residual hearing through a reversible and minimally invasive approach.
A minimally-invasive intracranial pressure microsensor (mICP) for long-term, continuous ambulatory monitoring
Nanoscale to circuit-level computational and experimental studies of the biophysical mechanism of ultrasound-mediated mechanical neurostimulation
Although ultrasonic neurostimulation has the potential to outperform traditional treatments for many debilitating neurological disorders, it remains unclear how ultrasound affects nervous system activity on the molecular level.
Elucidating mechanisms of microglial tiling
In a process called tiling, homeostatic microglia homogenously organize in a grid-like fashion to achieve efficient surveillance of the brain. The molecular mechanisms underlying tiling are unknown. I hypothesize that microglia use cell-surface proteins to sense density of neighboring microglia, thereby contributing to constant cell-to-cell distances.
Inference via Abstraction: A framework for efficient Bayesian cognition
We propose a novel framework for efficient Bayesian cognition called Inference via Abstraction (IvA), which learns to approximate complex world models with simpler abstractions that capture main dependencies, but leverage structure in the prior distribution for efficient inference. We instantiate IvA with a combination of probabilistic graphical models and deep neural networks.
Design and development of a high-performance intra-cortical speech BCI
Many neurological injuries and diseases such as brainstem stroke and Amyotrophic Lateral Sclerosis (ALS) result in severe speech impairment, drastically reducing quality of life. Recent progress in brain-computer interfaces (BCI) has allowed these individuals to communicate, but performance is still far lower than typical spoken conversation speeds.
Topical Hedgehog modulators to enhance motor nerve regeneration after injury and repair
Development and validation of selective novel small molecule therapeutics for Parkinson's Disease
Extended Reality(XR) enhanced behavioral activation for treatment of Major Depressive Disorder
This team has created an extended reality–enhanced implementation of "behavioral activation," one of the most effective forms of evidence-based psychotherapy for major depression. They will use the Neuroscience:Translate award to test the efficacy and scalability of this approach and accelerate the development of extended reality technologies to improve treatment options for major depression.