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Previous studies indicate beta band modulation is involved in predicting the onset of auditory rhythmic events (Fujioka et al., 2009, 2012; Snyder &amp; Large, 2005). We sought to determine if similar processes are recruited for prediction of visual rhythms by investigating whether beta band activity plays a role in a modality\u2010dependent manner for rhythm perception. We looked at electroencephalography time\u2013frequency neural correlates of prediction using an omission paradigm with auditory and visual rhythms. By using omissions, we can separate out predictive timing activity from stimulus\u2010driven activity. We hypothesized that there would be modality\u2010independent markers of rhythm prediction in induced beta band oscillatory activity, and our results support this hypothesis. We find induced and evoked predictive timing in both auditory and visual modalities. Additionally, we performed an exploratory\u2010independent components\u2010based spatial clustering analysis, and describe all resulting clusters. This analysis reveals that there may be overlapping networks of predictive beta activity based on common activation in the parietal and right frontal regions, auditory\u2010specific predictive beta in bilateral sensorimotor regions, and visually specific predictive beta in midline central, and bilateral temporal\/parietal regions. This analysis also shows evoked predictive beta activity in the left sensorimotor region specific to auditory rhythms and implicates modality\u2010dependent networks for auditory and visual rhythm perception.<\/jats:p>","DOI":"10.1111\/ejn.15314","type":"journal-article","created":{"date-parts":[[2021,5,18]],"date-time":"2021-05-18T23:47:10Z","timestamp":1621381630000},"page":"4649-4669","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Modality\u2010specific frequency band activity during neural entrainment to auditory and visual rhythms"],"prefix":"10.1111","volume":"54","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5861-0838","authenticated-orcid":false,"given":"Daniel C.","family":"Comstock","sequence":"first","affiliation":[{"name":"Cognitive and Information Sciences University of California Merced CA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jessica M.","family":"Ross","sequence":"additional","affiliation":[{"name":"Berenson\u2010Allen Center for Noninvasive Brain Stimulation Beth Israel Deaconess Medical Center Boston MA USA"},{"name":"Department of Neurology Harvard Medical School Boston MA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ramesh","family":"Balasubramaniam","sequence":"additional","affiliation":[{"name":"Cognitive and Information Sciences University of California Merced CA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2021,6,17]]},"reference":[{"key":"e_1_2_12_2_1","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00262.2018"},{"key":"e_1_2_12_3_1","doi-asserted-by":"publisher","DOI":"10.1111\/ejn.13349"},{"key":"e_1_2_12_4_1","doi-asserted-by":"publisher","DOI":"10.1038\/nn.2810"},{"key":"e_1_2_12_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2014.12.018"},{"key":"e_1_2_12_6_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1995.tb02031.x"},{"key":"e_1_2_12_7_1","first-page":"1242","volume-title":"Evaluation of artifact subspace reconstruction for automatic EEG artifact removal","author":"Chang C. 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