FIGURE 3.

Decoding parameter estimation. (A) Example posterior probabilities P(state| active) when using a 0.5 s temporal filtering window (top), and corresponding decoded location estimated from MAP (bottom). (B,C) Effect of temporal filtering window size on decoding error and agreement, respectively. (D,E) Effect of the number of cells used on decoding error and agreement, respectively. (F,G) Effect of training set portion on decoding error and agreement, respectively. (H) Effect of random noise on spatial tuning curves. (I,J) Corresponding decoding agreement and error, respectively. (K) Effect of gaussian smoothing on spatial tuning curves. (L,M) Corresponding decoding agreement and error, respectively. Color codes in (A,H),: dark blue = low probability, yellow = high probability.