title: Cortical representation of ipsilateral arm movements in monkey and man.
abstract: A fundamental organizational principle of the primate motor system is cortical control of contralateral limb movements. Motor areas also appear to play a role in the control of ipsilateral limb movements. Several studies in monkeys have shown that individual neurons in primary motor cortex (M1) may represent, on average, the direction of movements of the ipsilateral arm. Given the increasing body of evidence demonstrating that neural ensembles can reliably represent information with a high temporal resolution, here we characterize the distributed neural representation of ipsilateral upper limb kinematics in both monkey and man. In two macaque monkeys trained to perform center-out reaching movements, we found that the ensemble spiking activity in M1 could continuously represent ipsilateral limb position. Interestingly, this representation was more correlated with joint angles than hand position. Using bilateral electromyography recordings, we excluded the possibility that postural or mirror movements could exclusively account for these findings. In addition, linear methods could decode limb position from cortical field potentials in both monkeys. We also found that M1 spiking activity could control a biomimetic brain-machine interface reflecting ipsilateral kinematics. Finally, we recorded cortical field potentials from three human subjects and also consistently found evidence of a neural representation for ipsilateral movement parameters. Together, our results demonstrate the presence of a high-fidelity neural representation for ipsilateral movement and illustrates that it can be successfully incorporated into a brain-machine interface.
authors.affiliation: Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, California 94720, USA.
authors.forename: Karunesh
authors.initials: K
authors.lastname: Ganguly
authors.forename: Lavi
authors.initials: L
authors.lastname: Secundo
authors.forename: Gireeja
authors.initials: G
authors.lastname: Ranade
authors.forename: Amy
authors.initials: A
authors.lastname: Orsborn
authors.forename: Edward F
authors.initials: EF
authors.lastname: Chang
authors.forename: Dragan F
authors.initials: DF
authors.lastname: Dimitrov
authors.forename: Jonathan D
authors.initials: JD
authors.lastname: Wallis
authors.forename: Nicholas M
authors.initials: NM
authors.lastname: Barbaro
authors.forename: Robert T
authors.initials: RT
authors.lastname: Knight
authors.forename: Jose M
authors.initials: JM
authors.lastname: Carmena
mesh_terms: D000200:Action Potentials / Q000502:physiology; D000293:Adolescent; D000328:Adult; D000704:Analysis of Variance; D000818:Animals; D001132:Arm; D001931:Brain Mapping; D004569:Electroencephalography / Q000379:methods; D004576:Electromyography / Q000379:methods; D019054:Evoked Potentials, Motor / Q000502:physiology; D007839:Functional Laterality / Q000502:physiology*; D006801:Humans; D008253:Macaca mulatta; D008297:Male; D008959:Models, Neurological; D009044:Motor Cortex / Q000502:physiology*; D009068:Movement / Q000502:physiology*; D011237:Predictive Value of Tests; D013647:Task Performance and Analysis; D014584:User-Computer Interface; D055815:Young Adult