Associate Professor
Department of Psychology
The University of Virginia
Phone (lab): +1 434 982 1730
Email: cdm8j at virginia edu
Keybase: dmeliza
Research
The Meliza Lab studies the neural mechanisms of auditory learning and perception for vocal communication. We primarily work in zebra finches (Taeniopygia guttata). Like many other songbirds, zebra finches live in large groups with dynamic social structures and use song to communicate individual identity, sexual fitness, and other social signals. They can learn to recognize hundreds of songs from different individuals in challenging acoustic conditions, so understanding how their brains separate signal from noise and form coherent perceptual categories will give insight into similar processes underlying speech perception and other forms of perceptual learning.
Current research areas include:
Experience-dependent plasticity
![[intrinsic plasticity model]](img/intrinsic-plasticity.png)
A songbird's early experience hearing other members of its species shapes how its auditory system processes sound. This is analogous to the perceptual narrowing that occurs in humans during the first year of life, in which exposure to speech establishes the phonetic distinctions an infant is able to perceive. Deficits in this critical learning process may contribute to a wide range of communication disorders, including dyslexia. Using behavior, electrophysiology, immunohistochemistry, and gene-editing methods, we are investigating how the early acoustic environment influences the functional and physiological properties of cortical auditory circuits.
Internal models of auditory objects
![[auditory restoration example]](img/reconstruction-example.png)
Using behavioral and physiological methods, we examine how birds form internal models of vocal signals from experience, and how these models guide perception in the complex acoustic conditions animals encounter in natural social settings. Our goal is to identify how neural circuits create these models and employ them to reconstruct vocal signals that have been degraded by noise.
News
September 2024: Fehrman and Meliza, Journal of Neural Engineering
Nonlinear model predictive control of a conductance-based neuron model via data-driven forecasting, by Christof Fehrman and C Daniel Meliza, was published in the Journal of Neural Engineering.
April 2024: Christof Fehrman, PhD
Christof Fehrman successfully defended his PhD dissertation,
September 2023: Lu et al, J Neurosci
Rapid, activity-dependent intrinsic plasticity in the developing zebra finch auditory cortex, by Yao Lu, Francesca Sciaccotta, Leah Kiely, Ben Bellanger, Alev Erisir, and C Daniel Meliza, was published in the Journal of Neuroscience. This article was highlighted in the journal's weekly research spotlight, and was also featured on the College of Arts and Sciences news page!
April 2023: Taylor Byron, Postgraduate Scholarship — Doctoral
Taylor was awarded a graduate training scholarship from the Natural Sciences and Engineering Research Council of Canada for her project to study the role of KIAA0139 in the zebra finch auditory system. Congratulations Taylor!
March 2023: Taylor Byron and Jenna Stutzman, UVA Double Hoo Award
Taylor and Jenna received a Double Hoo award to investigate Kv1.1 expression in the auditory midbrain during development. Congratulations Taylor and Jenna!
July 2022: Yao Lu, UVA Presidential Fellowship for Collaborative Neuroscience
Yao was awarded a fellowship from the UVA Brain Institute to use calcium imaging to investigate population dynamics in the developing zebra finch brain.
April 2021: Margot Bjoring, PhD
Margot Bjoring successfully defended her PhD dissertation,
February 2021: Fehrman et al, PLoS Comp Biol
Nonlinear effects of intrinsic dynamics on temporal encoding in a model of avian auditory cortex, by Christof Fehrman, Tyler Robbins, and C Daniel Meliza, was published in PLoS Computational Biology.
April 2020: NIH R01
The lab was awarded an R01 from the NIDCD to examine mechanisms of intrinsic plasticity in early auditory learning!
February 2020: NSF CAREER Award
Dan received a Faculty Early Career Development grant from the National Science Foundation! This award will fund research into the neural mechanisms of auditory restoration, one of the ways the brain reconstructs speech in noisy situations, and will also support Dan's work to broaden participation in computational neuroscience. A special shout-out to Margot, who generated much of the preliminary data that supported this application. (Press: UVA A&S News ).
January 2020: Chen and Meliza, J Neurosci
Experience- and sex-dependent intrinsic plasticity in the zebra finch auditory cortex during song memorization, by Andrew Chen and C Daniel Meliza, was published in the Journal of Neuroscience.
September 2019: Interdisciplinary Doctoral Fellowship in Quantitative Neurobiology
Prospective grad students! The Graduate School of Arts & Sciences at the University of Virginia is accepting applications to join the first cohort of Interdisciplinary Doctoral Fellows for enrollment in Fall 2020. This is a three-year, fully funded fellowship to pursue research into quantitative models of behavior and neural circuits. See this link for details. Interested students should apply to the Department of Pyschology PhD Program and submit an additional statement of interest within the application interface. Deadline is December 1!
April 2019: Hartwell Foundation Award
Dan received an Individual Biomedical Research Award from the Hartwell Foundation to use zebra finches as a model to improve early detection of auditory processing deficits. I'm recruiting a postdoc to work on this project, so check the opportunities page for details.
January 2019: Bjoring and Meliza, PLoS Comp Biol
A low-threshold potassium current enhances sparseness and reliability in a model of avian auditory cortex, by Margot Bjoring and C Daniel Meliza, was published in PLoS Computational Biology.