Skilled movements rely on sensory information to shape optimal motor responses, for which the sensory and motor cortical areas are critical. How these areas interact to mediate sensorimotor integration is largely unknown. Here, we measure intercortical coherence between the orofacial motor (MIo) and somatosensory (SIo) areas of cortex as monkeys learn to generate tongue-protrusive force. We report that coherence between MIo and SIo is reciprocal and that neuroplastic changes in coherence gradually emerge over a few days. These functional networks of coherent spiking and local field potentials exhibit frequency-specific spatiotemporal properties. During force generation, theta coherence (2-6 Hz) is prominent and exhibited by numerous paired signals; before or after force generation, coherence is evident in alpha (6-13 Hz), beta (15-30 Hz), and gamma (30-50 Hz) bands, but the functional networks are smaller and weaker. Unlike coherence in the higher frequency bands, the distribution of the phase at peak theta coherence is bimodal with peaks near 0°and ±180°, suggesting that communication between somatosensory and motor areas is coordinated temporally by the phase of theta coherence. Time-sensitive sensorimotor integration and plasticity may rely on coherence of local and large-scale functional networks for cortical processes to operate at multiple temporal and spatial scales.S ynchrony between cortical areas has been implicated in neuronal communication and plasticity (1-4). Sensorimotor integration and formation of motor memories during learning are examples wherein effective communication between sensory and motor areas of the cerebral cortex is critical. However, very few studies have investigated coherence between the somatosensory and motor pathways in primates (5-7). These past studies have been confined to upper limb tasks, and none of them looked at changes in coherence during learning. Here, we investigated the synchronous activity between the orofacial primary motor (MIo) and somatosensory (SIo) cortical areas that play important roles in the control of orofacial behaviors (8-10). Sensorimotor control of oral behaviors is complex, involving the integration of afferent information for moving the tongue and facial muscles. Anatomical connections between MIo and SIo are dense and both areas have bilateral orofacial representations and project to brainstem cranial nerve motor nuclei containing the motoneurons projecting to jaw, facial, and tongue muscles (11,12). These connections provide a substrate for interareal communication between MIo and SIo for the control and learning of orofacial behaviors. To investigate cortico-cortical interactions between these areas, we measured coherence of spiking and local field potentials (LFPs) recorded simultaneously from MIo and SIo of the left hemisphere as monkeys learned a simple and controlled tongue protrusion task. Several studies using this behavioral paradigm have reported neuroplasticity and modulation of neuronal activity related to tongue protrusion separatel...