State- and frequency-specific beta pdfs for 4 NHP MJ sessions.
- Indie C. Garwood (9570201)
- Sourish Chakravarty (10757414)
- Jacob Donoghue (11292858)
- Meredith Mahnke (11292861)
- Pegah Kahali (11292864)
- Shubham Chamadia (11292867)
- Oluwaseun Akeju (3202578)
- Earl K. Miller (6053633)
- Emery N. Brown (8026406)
Publication date
August 2021
DOI Publisher
Public Library of Science (PLoS)Abstract
The state-specific and frequency-band specific beta pdfs corresponding to a 5-state beta-HMM were estimated from L = 4 sessions of LFP recording from NHP MJ. For each state (viewed row-wise) and a frequency band (viewed column-wise), the corresponding subplot presents (1) the empirical pdf plotted as a histogram based on the observations that correspond to the optimal segmentation (Viterbi algorithm) across the L = 4 sessions, and (2) the continuous beta pdf with parameters estimated by the EM algorithm. Each color distinguishes a state as in Fig 4. (TIF)</p
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