Title :
Cortical connectivity during uneven terrain walking
Author :
Snyder, K.L. ; Vindiola, M. ; Vettel, Jean M. ; Ferris, D.P.
Author_Institution :
Human Neuromechanics Lab., Univ. of Michigan, Ann Arbor, MI, USA
Abstract :
Human walking involves considerable cortical control, but brain imaging technology has not previously enabled investigation of brain networks during locomotion. We combined experimental electroencephalography (EEG) analysis of 18 subjects and neural mass modeling approaches to investigate functional neural connectivity during walking on uneven terrain. Both approaches revealed a pattern of connectivity involving the anterior cingulate and posterior parietal cortices at alpha frequencies. Further, the modeling identified that the timing of recovered connectivity can be affected by the complexity of inter-node connections. Understanding these cortical connections could lead to new insights into brain function during normal human behaviors.
Keywords :
electroencephalography; gait analysis; medical signal processing; neurophysiology; EEG; alpha frequencies; anterior cingulate cortices; brain function; brain imaging technology; brain networks; cortical connectivity; cortical control; experimental electroencephalography analysis; functional neural connectivity; human walking; internode connection complexity; locomotion; neural mass modeling; normal human behaviors; posterior parietal cortices; recovered connectivity; uneven terrain walking; Brain modeling; Electroencephalography; Indexes; Legged locomotion; Time-frequency analysis; Timing;
Conference_Titel :
Neural Engineering (NER), 2013 6th International IEEE/EMBS Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/NER.2013.6695914