Title :
Human electrocortical dynamics of spatial navigation in a predefined square spiral
Author :
Trees, J. ; Snider, Joseph ; Halgren, Eric ; Poizner, Howard
Author_Institution :
Inst. for Neural Comput. (Inc.), UC San Diego, La Jolla, CA, USA
Abstract :
Low frequency neural oscillations in animals have been shown to play an important role in spatial navigation. However, such studies in humans have remained largely unexplored. We recorded electroencephalogy (EEG) and full body movement as subjects (n=4) walked at two different speeds (slow and fast) in a 4m×4m square spiral track. We then projected subjects´ moment-to-moment EEG onto their spatial paths, separately for each outward and inward traversal of the track. Analysis of the EEG dynamics over space showed that the Hilbert envelope (power) of delta/low theta (2-5 Hz) oscillations over midline posterior, parietal cortex (electrode Pz) was locked in space to the relative position of the subject along each arm of the square spiral. There was a change in the envelope from the first third to the last third of each path, irrespective of path size, orientation or direction. The degree of spatial locking was modulated by walking speed, being much greater for fast than for slow speeds. However, the envelope activity itself was not a simple consequence of speed variation within a condition, since projecting moment-to-moment speed on each path produced a very different pattern than did projecting delta/low theta power. These results serve as novel evidence of neural oscillations, as detectable by EEG, in modulating spatial navigation of freely moving humans in open space.
Keywords :
Hilbert transforms; data analysis; electroencephalography; feature extraction; gait analysis; medical signal detection; medical signal processing; navigation; neurophysiology; oscillations; EEG dynamics analysis; Hilbert envelope activity; Hilbert envelope change; animal neural oscillation; delta oscillation; delta power; electrode Pz; electroencephalogy; fast walking speed; freely moving human spatial navigation; frequency 2 Hz to 5 Hz; full body movement; human electrocortical dynamics; human neural oscillation; inward track traversal; low frequency neural oscillation; low theta oscillation; low theta power; midline posterior; moment-to-moment EEG; moment-to-moment speed; neural oscillation detection; outward track traversal; parietal cortex; path direction; path orientation; path size; predefined square spiral spatial navigation; relative subject position; size 4 m; slow walking speed; spatial locking modulation; spatial navigation modulation; square spiral track; Electrodes; Electroencephalography; Legged locomotion; Motion segmentation; Oscillators; Spirals; Tracking;
Conference_Titel :
Neural Engineering (NER), 2013 6th International IEEE/EMBS Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/NER.2013.6696186