About My Research
Dr. Karmali’s research seeks to understand how the brain determines spatial orientation when using senses such as the vestibular system and vision. Most recently, he has been interested in how neural noise results in errors in motion perception, posture, the vestibulo-ocular reflex (eye movements that respond to head movement), and piloting tasks. These errors can be critical to survival, yet our understanding of their origins and our ability to test them clinically are still evolving.
Dr. Karmali has made a number of important findings by working at the intersection of experimental and computational neuroscience, applying techniques such as perceptual thresholds, trial-to-trial variability in motor responses, and Kalman filters.
Dr. Karmali and his collaborators recently elucidated how subclinical inter-subject differences in vestibular function contribute to individual differences in postural control and a piloting task. They have also shown that changes in the vestibular-ocular reflex with age follow a dynamic Bayesian framework, meaning that the brain makes optimal use of degraded sensory information. They have also discovered that a common motion-sickness medication adversely impacts vestibular perception. They found that errors in eye movements and perception are similar across a range of stimulus amplitudes. Finally, they have published the most extensive comparison of vestibular and visual perceptual precision.
Dr. Karmali has led studies funded by the NIH/NIDCD (PI) and the National Space Biomedical Research Institute (site PI). He has been invited to speak nationally and internationally and authored many peer-reviewed publications. His recent collaborations include MIT, NASA, University of Colorado Boulder, The Ohio State University, Texas A&M, and University of Houston.
Education
BA, Systems Design Engineering, University of Waterloo
PhD, Biomedical Engineering, Johns Hopkins University
Postgraduate Training
Research Fellowship, Sensory Perception, Mass. Eye and Ear
Advisory Boards
Biomedical Engineering Industrial Professional Advisory Committee, Wentworth Institute of Technology
Honors
Research award (R03) from the NIH/NIDCD entitled, "Measuring and isolating imprecision in vestibular perception and action"
Research award from the National Space Biomedical Research Institute to study “Countermeasures to reduce sensorimotor impairment and space motion sickness resulting from altered gravity levels” in collaboration with MIT (site PI)
- Vestibular damage affects the precision and accuracy of navigation in a virtual visual environment. Brain Commun. 2023; 5(6):fcad345.
- Variation between individuals in sensorimotor feedback control of standing balance. J Neurophysiol. 2023 08 01; 130(2):303-318.
- Your Vestibular Thresholds May Be Lower Than You Think: Cognitive Biases in Vestibular Psychophysics. Am J Audiol. 2023 Nov; 32(3S):730-738.
- Vestibular dysfunction in neurofibromatosis type 2-related schwannomatosis. Brain Commun. 2023; 5(2):fcad089.
- How Peripheral Vestibular Damage Affects Velocity Storage: a Causative Explanation. J Assoc Res Otolaryngol. 2022 08; 23(4):551-566.
- The predictive power of geographic health care utilization for unintentional fatal fall rates. BMC Public Health. 2022 02 16; 22(1):328.
- Imbalance and dizziness caused by unilateral vestibular schwannomas correlate with vestibulo-ocular reflex precision and bias. J Neurophysiol. 2022 02 01; 127(2):596-606.
- Vestibular Precision at the Level of Perception, Eye Movements, Posture, and Neurons. Neuroscience. 2021 08 01; 468:282-320.
- An Implanted Vestibular Prosthesis Improves Spatial Orientation in Animals with Severe Vestibular Damage. J Neurosci. 2021 04 28; 41(17):3879-3888.
- The role of vestibular cues in postural sway. J Neurophysiol. 2021 02 01; 125(2):672-686.
- Corrigendum: Multivariate Analyses of Balance Test Performance, Vestibular Thresholds, and Age. Front Neurol. 2020; 11:556797.
- The velocity storage time constant: Balancing between accuracy and precision. Prog Brain Res. 2019; 248:269-276.
- The influence of target distance on perceptual self-motion thresholds and the vestibulo-ocular reflex during interaural translation. Prog Brain Res. 2019; 248:197-208.
- Mathematical models for dynamic, multisensory spatial orientation perception. Prog Brain Res. 2019; 248:65-90.
- Vestibular roll tilt thresholds partially mediate age-related effects on balance. Prog Brain Res. 2019; 248:249-267.
- Human manual control precision depends on vestibular sensory precision and gravitational magnitude. J Neurophysiol. 2018 12 01; 120(6):3187-3197.
- Human perception of whole body roll-tilt orientation in a hypogravity analog: underestimation and adaptation. J Neurophysiol. 2018 12 01; 120(6):3110-3121.
- Human perception of whole body roll-tilt orientation in a hypogravity analog: underestimation and adaptation. J Neurophysiol. 2018 12 01; 120(6):3110-3121.
- Variability in the Vestibulo-Ocular Reflex and Vestibular Perception. Neuroscience. 2018 11 21; 393:350-365.
- Perception of threshold-level whole-body motion during mechanical mastoid vibration. J Vestib Res. 2018; 28(3-4):283-294.
- Bayesian optimal adaptation explains age-related human sensorimotor changes. J Neurophysiol. 2018 02 01; 119(2):509-520.
- Multivariate Analyses of Balance Test Performance, Vestibular Thresholds, and Age. Front Neurol. 2017; 8:578.
- The Impact of Oral Promethazine on Human Whole-Body Motion Perceptual Thresholds. J Assoc Res Otolaryngol. 2017 Aug; 18(4):581-590.
- Perceptual precision of passive body tilt is consistent with statistically optimal cue integration. J Neurophysiol. 2017 05 01; 117(5):2037-2052.
- Determining thresholds using adaptive procedures and psychometric fits: evaluating efficiency using theory, simulations, and human experiments. Exp Brain Res. 2016 Mar; 234(3):773-89.
- Dynamics of individual perceptual decisions. J Neurophysiol. 2016 Jan 01; 115(1):39-59.
- Thresholds for human perception of roll tilt motion: patterns of variability based on visual, vestibular, and mixed cues. Otol Neurotol. 2014 Jun; 35(5):857-60.
- Visual and vestibular perceptual thresholds each demonstrate better precision at specific frequencies and also exhibit optimal integration. J Neurophysiol. 2014 Jun 15; 111(12):2393-403.
- Whole body motion-detection tasks can yield much lower thresholds than direction-recognition tasks: implications for the role of vibration. J Neurophysiol. 2013 Dec; 110(12):2764-72.
- Spatial and temporal properties of eye movements produced by electrical stimulation of semicircular canal afferents. J Neurophysiol. 2012 Sep; 108(5):1511-20.
- A distributed, dynamic, parallel computational model: the role of noise in velocity storage. J Neurophysiol. 2012 Jul; 108(2):390-405.
- Neurovestibular considerations for sub-orbital space flight: A framework for future investigation. J Vestib Res. 2010; 20(1):31-43.
- Compensating for camera translation in video eye-movement recordings by tracking a representative landmark selected automatically by a genetic algorithm. J Neurosci Methods. 2009 Jan 30; 176(2):157-65.
- The dynamics of parabolic flight: flight characteristics and passenger percepts. Acta Astronaut. 2008 Sep; 63(5-6):594-602.
- Mental own-body and body-part transformations in microgravity. J Vestib Res. 2007; 17(5-6):279-87.
- Vertical skew due to changes in gravitoinertial force: a possible consequence of otolith asymmetry. J Vestib Res. 2006; 16(3):117-25.
- Compensating for camera translation in video eye movement recordings by tracking a landmark selected automatically by a genetic algorithm. Conf Proc IEEE Eng Med Biol Soc. 2006; 2006:5298-301.
- Automatic detection of camera translation in eye video recordings using multiple methods. Ann N Y Acad Sci. 2005 Apr; 1039:470-6.
- Automatic detection of camera translation in eye video recordings using multiple methods. Conf Proc IEEE Eng Med Biol Soc. 2004; 2004:1525-8.
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