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. Author manuscript; available in PMC: 2017 Dec 12.
Published in final edited form as: Neural Comput. 2017 Aug 4;29(10):2581–2632. doi: 10.1162/neco_a_01008

Figure 11.

Figure 11

Analysis of the simulated LFP data with differential covariance-based methods. The color in panels B, C, D, F, G, and H indicates the direction of the connections. For element Ai j, a warm color indicates i is the sink and j is the source—i ← j. A cool color indicates j is the sink and i is the source—i → j. (A) Ground-truth connection matrix. (B) Estimation from the differential covariance method. (C) Estimation from the partial differential covariance method. (D) Estimation from the sparse + latent regularized partial differential covariance method. (E) Zoom-in of panel A. (F) Zoom-in of panel B. (G) Zoom-in of panel C. (H) Zoom-in of panel D.