Person: Halko, Mark
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Publication Teaching the Blind to Find Their Way by Playing Video Games
(Public Library of Science, 2012) Merabet, Lotfi; Connors, Erin C.; Halko, Mark; Sánchez, JaimeComputer based video games are receiving great interest as a means to learn and acquire new skills. As a novel approach to teaching navigation skills in the blind, we have developed Audio-based Environment Simulator (AbES); a virtual reality environment set within the context of a video game metaphor. Despite the fact that participants were naïve to the overall purpose of the software, we found that early blind users were able to acquire relevant information regarding the spatial layout of a previously unfamiliar building using audio based cues alone. This was confirmed by a series of behavioral performance tests designed to assess the transfer of acquired spatial information to a large-scale, real-world indoor navigation task. Furthermore, learning the spatial layout through a goal directed gaming strategy allowed for the mental manipulation of spatial information as evidenced by enhanced navigation performance when compared to an explicit route learning strategy. We conclude that the immersive and highly interactive nature of the software greatly engages the blind user to actively explore the virtual environment. This in turn generates an accurate sense of a large-scale three-dimensional space and facilitates the learning and transfer of navigation skills to the physical world.
Publication Enhancing the Temporal Complexity of Distributed Brain Networks with Patterned Cerebellar Stimulation
(Nature Publishing Group, 2016) Farzan, Faranak; Pascual-Leone, Alvaro; Schmahmann, Jeremy; Halko, MarkGrowing evidence suggests that sensory, motor, cognitive and affective processes map onto specific, distributed neural networks. Cerebellar subregions are part of these networks, but how the cerebellum is involved in this wide range of brain functions remains poorly understood. It is postulated that the cerebellum contributes a basic role in brain functions, helping to shape the complexity of brain temporal dynamics. We therefore hypothesized that stimulating cerebellar nodes integrated in different networks should have the same impact on the temporal complexity of cortical signals. In healthy humans, we applied intermittent theta burst stimulation (iTBS) to the vermis lobule VII or right lateral cerebellar Crus I/II, subregions that prominently couple to the dorsal-attention/fronto-parietal and default-mode networks, respectively. Cerebellar iTBS increased the complexity of brain signals across multiple time scales in a network-specific manner identified through electroencephalography (EEG). We also demonstrated a region-specific shift in power of cortical oscillations towards higher frequencies consistent with the natural frequencies of targeted cortical areas. Our findings provide a novel mechanism and evidence by which the cerebellum contributes to multiple brain functions: specific cerebellar subregions control the temporal dynamics of the networks they are engaged in.
Publication Gait Speed and Gait Variability Are Associated with Different Functional Brain Networks
(Frontiers Media S.A., 2017) Lo, On-Yee; Halko, Mark; Zhou, Junhong; Harrison, Rachel; Lipsitz, Lewis; Manor, BradGait speed and gait variability are clinically meaningful markers of locomotor control that are suspected to be regulated by multiple supraspinal control mechanisms. The purpose of this study was to evaluate the relationships between these gait parameters and the functional connectivity of brain networks in functionally limited older adults. Twelve older adults with mild-to-moderate cognition “executive” dysfunction and relatively slow gait, yet free from neurological diseases, completed a gait assessment and a resting-state fMRI. Gait speed and variability were associated with the strength of functional connectivity of different brain networks. Those with faster gait speed had stronger functional connectivity within the frontoparietal control network (R = 0.61, p = 0.04). Those with less gait variability (i.e., steadier walking patterns) exhibited stronger negative functional connectivity between the dorsal attention network and the default network (R = 0.78, p < 0.01). No other significant relationships between gait metrics and the strength of within- or between- network functional connectivity was observed. Results of this pilot study warrant further investigation to confirm that gait speed and variability are linked to different brain networks in vulnerable older adults.
Publication Reverse-Translational Identification of a Cerebellar Satiation Network
(Springer Science and Business Media LLC, 2021-11-17) Low, Aloysius Y. T.; Goldstein, Nitsan; Gaunt, Jessica R.; Huang, Kuei-Pin; Zainolabidin, Norliyana; Yip, Alaric K. K.; Carty, Jamie R. E.; Choi, Ju Y.; Miller, Alekso M.; Ho, Helen S. T.; Lenherr, Clara; Baltar, Nicholas; Abdel-Azim, Eiman; Sessions, October M.; Ch’ng, Toh Hean; Bruce, Amanda S.; Martin, Laura E.; Halko, Mark; Brady, Roscoe O. Jr; Holsen, Laura; Alhadeff, Amber L.; Chen, Albert I.; Betley, J. Nicholas