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The Journal of Neuroscience, April 4, 2007, 27(14):3839-3844; doi:10.1523/JNEUROSCI.4636-06.2007
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Behavioral/Systems/Cognitive
Brain Oscillations Control Timing of Single-Neuron Activity in Humans
Joshua Jacobs,1
Michael J. Kahana,2
Arne D. Ekstrom,3 and
Itzhak Fried4,5
1Neuroscience Graduate Group and 2Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, 3Center for Cognitive Neurosciences, Semel Institute, Department of Psychiatry and Biobehavioral Sciences, University of California School of Medicine, Los Angeles, California 90095, 4Division of Neurosurgery and Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, California 90095, and 5Functional Neurosurgery Unit, Tel-Aviv Medical Center and Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv 69978, Israel
Correspondence should be addressed to either of the following: Dr. Itzhak Fried, Division of Neurosurgery, University of California, Los Angeles, Los Angeles, CA 90095, Email: ifried{at}mednet.ucla.edu; or Dr. Michael J. Kahana, Department of Psychology, University of Pennsylvania Philadelphia, PA 19104, Email: kahana{at}psych.upenn.edu
A growing body of animal research suggests that neurons represent information not only in terms of their firing rates but also by varying the timing of spikes relative to neuronal oscillations. Although researchers have argued that this temporal coding is critical in human memory and perception, no supporting data from humans have been reported. This study provides the first analysis of the temporal relationship between brain oscillations and single-neuron activity in humans. Recording from 1924 neurons, we find that neuronal activity in various brain regions increases at specific phases of brain oscillations. Neurons in widespread brain regions were phase locked to oscillations in the theta- (48 Hz) and gamma- (30 90 Hz) frequency bands. In hippocampus, phase locking was prevalent in the delta- (14 Hz) and gamma-frequency bands. Individual neurons were phase locked to various phases of theta and delta oscillations, but they only were active at the trough of gamma oscillations. These findings provide support for the temporal-coding hypothesis in humans. Specifically, they indicate that theta and delta oscillations facilitate phase coding and that gamma oscillations help to decode combinations of simultaneously active neurons.
Key words: phase locking; theta; gamma; intracranial EEG; navigation; local field potential
Received Oct. 25, 2006;
revised Jan. 26, 2007;
accepted Feb. 20, 2007.
Correspondence should be addressed to either of the following: Dr. Itzhak Fried, Division of Neurosurgery, University of California, Los Angeles, Los Angeles, CA 90095, Email: ifried{at}mednet.ucla.edu; or Dr. Michael J. Kahana, Department of Psychology, University of Pennsylvania Philadelphia, PA 19104, Email: kahana{at}psych.upenn.edu
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