{"id":2871,"date":"2024-07-25T18:13:31","date_gmt":"2024-07-25T18:13:31","guid":{"rendered":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/?page_id=2871"},"modified":"2025-11-12T19:03:18","modified_gmt":"2025-11-12T19:03:18","slug":"data-and-code","status":"publish","type":"page","link":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/resources\/data-and-code\/","title":{"rendered":"Data & Code"},"content":{"rendered":"\n
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Non-negative Matrix Factorization (NMF) for motor module analysis of muscle coordination<\/strong><\/h5>\n\n\n\n
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“Muscle synergy analysis for posture and movement: methods and interpretation” by Ting and Chvatal, in Progress in Motor Control, Danion and Latash, eds., 2010<\/p>\n\n\n\n

Code<\/a><\/p>\n<\/div>

\"\"<\/figure><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Wavelet-Based ANOVA for statistical comparison of time history data such as EMG<\/strong><\/h5>\n\n\n\n
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“Statistically significant contrasts between EMG waveforms revealed using wavelet-based functional ANOVA” by McKay et al 2013<\/p>\n\n\n\n

Code<\/a><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Human-Human Physical Interactions<\/strong> for Partnered Gait Coordination<\/h5>\n\n\n\n
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“Low-force human\u2013human hand interactions induce gait changes through sensorimotor engagement instead of direct mechanical effects” by Wu et al 2024<\/p>\n\n\n\n

Data and Code<\/a><\/p>\n<\/div>

\"\"<\/figure><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Gait signatures<\/strong> identifying individual differences in gait dynamics<\/h5>\n\n\n\n
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“Discovering individual-specific gait signatures from data-driven models of neuromechanical dynamics” by Winner et al 2023<\/p>\n\n\n\n

Data and Code<\/a><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Biophysical muscle spindle model <\/strong>capable of simulating rhythmic movement<\/h5>\n\n\n\n
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“Intrafusal cross\u2010bridge dynamics shape history\u2010dependent muscle spindle responses” by Simha and Ting, 2023<\/p>\n\n\n\n

Code<\/a><\/p>\n<\/div>

\"\"<\/figure><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Muscle fiber resistance to stretch based on postural sway<\/strong><\/h5>\n\n\n\n
\"\"<\/figure>
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“History-dependent muscle resistance to stretch remains high after small, posturally relevant pre-movements” by Horslen et al 2023<\/p>\n\n\n\n

Data and Code<\/a><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Biophysical <\/strong>muscle spindle model predicting muscle spindle responses to stretch<\/strong><\/h5>\n\n\n\n
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“History-dependent muscle resistance to stretch remains high after small, posturally relevant pre-movements” by Horslen et al 2023<\/p>\n\n\n\n

Data<\/a> and Code<\/a><\/p>\n<\/div>

\"\"<\/figure><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Pendulum Test Model of Spasticity in Cerebral Palsy<\/strong><\/h5>\n\n\n\n
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“Movement History Influences Pendulum Test Kinematics in Children With Spastic Cerebral Palsy” by Degroote et al 2018<\/p>\n\n\n\n

Data and Code<\/a><\/p>\n<\/div>

\"\"<\/figure><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Muscle spindle firing in response to muscle force and yank<\/strong><\/h5>\n\n\n\n
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“Force encoding in muscle spindles during stretch of passive muscle” by Blum et al 2017<\/p>\n\n\n\n

Data<\/a> and Code<\/a><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

Non-negative Matrix Factorization (NMF) for motor module analysis of muscle coordination “Muscle synergy analysis for posture and movement: methods and interpretation” by Ting and Chvatal, in Progress in Motor Control, Danion and Latash, eds., 2010 Code Wavelet-Based ANOVA for statistical comparison of time history data such as EMG “Statistically significant contrasts between EMG waveforms revealed […]<\/p>\n","protected":false},"author":8815,"featured_media":0,"parent":80,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"disabled","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"disabled","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":"[]"},"class_list":["post-2871","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/wp-json\/wp\/v2\/pages\/2871","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/wp-json\/wp\/v2\/users\/8815"}],"replies":[{"embeddable":true,"href":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/wp-json\/wp\/v2\/comments?post=2871"}],"version-history":[{"count":43,"href":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/wp-json\/wp\/v2\/pages\/2871\/revisions"}],"predecessor-version":[{"id":3792,"href":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/wp-json\/wp\/v2\/pages\/2871\/revisions\/3792"}],"up":[{"embeddable":true,"href":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/wp-json\/wp\/v2\/pages\/80"}],"wp:attachment":[{"href":"https:\/\/scholarblogs.emory.edu\/neuromechanicslab\/wp-json\/wp\/v2\/media?parent=2871"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}