title: Motor cortex activity and predicting side of movement: neural network and dipole analysis of pre-movement magnetic fields.
abstract: Neuromagnetic fields were recorded from human subjects during the performance of left and right voluntary finger movements. Modeling of current dipole sources indicated symmetric activation of both motor cortices beginning 600 ms prior to movement onset. This activity became lateralized to the contralateral hemisphere 200-300 ms prior to movement onset, the period during which an artificial neural network showed increased ability to predict side of movement within single trials. The results describe the mechanism of lateralization of cortical brain activity preceding voluntary movement and provide further evidence of the involvement of ipsilateral motor cortex in unilateral movements.
authors.affiliation: Brain Behaviour Laboratory, School of Kinesiology, Faculty of Applied Sciences, Simon Fraser University, Burnaby, B.C., Canada.
authors.forename: D
authors.initials: D
authors.lastname: Cheyne
authors.forename: H
authors.initials: H
authors.lastname: Weinberg
authors.forename: W
authors.initials: W
authors.lastname: Gaetz
authors.forename: K J
authors.initials: KJ
authors.lastname: Jantzen
mesh_terms: D003265:Contingent Negative Variation; D005544:Forecasting; D007839:Functional Laterality; D006801:Humans; D015225:Magnetoencephalography; D009044:Motor Cortex / Q000502:physiology*; D009068:Movement / Q000502:physiology*; D016571:Neural Networks, Computer