Browsing FAS Scholarly Articles by Author "Aronov, Dmitriy"
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Changes in the Neural Control of a Complex Motor Sequence during Learning
Olveczky, Bence P; Otchy, Timothy Matthew; Goldberg, Jesse H.; Aronov, Dmitriy; Fee, Michale S. (American Physiological Society, 2011)The acquisition of complex motor sequences often proceeds through trial-and-error learning, requiring the deliberate exploration of motor actions and the concomitant evaluation of the resulting performance. Songbirds learn ... -
Geometric Deep Learning Enables 3D Kinematic Profiling Across Species and Environments
Dunn, Timothy; Marshall, Jesse; Severson, Kyle S.; Aldarondo, Diego; Hildebrand, David; Chettih, Selmaan; Wang, William; Gellis, Amanda; Carlson, David E.; Aronov, Dmitriy; Freiwald, Winrich; Wang, Fan; Ölveczky, Bence P. (Springer Science and Business Media LLC, 2021-04-19)Comprehensive descriptions of animal behavior require precise measurements of 3D whole-body movements. Although 2D approaches can track visible landmarks in restrictive environments, performance drops significantly in ...