Table 1.
Definitions and values of the parameters.
| Definition | Value | |
|---|---|---|
| M | The total number of odors presented and granule cell population | 100 (Figs. 3e, f, 4–6), 50 (Figs. 3c, d, 7) |
| N | The total number of glomeruli | 400 (Figs. 3–6), 200 (Fig. 7) |
| co | The probability of a odor being present | 3/M, except Fig. 6b, d |
| σx | The variance of noise on the glomeruli activity | 1.0 |
| ση | The variance of the noise in the reward | 0.01 |
| msp | The spontaneous firing rate of M/T cells | 5 Hz |
| τr | The timescale of firing rate dynamics | 50 ms |
| The duration of each trials | 5000 ms, except for Fig. 3f | |
| The initial count for the global learning rate, 1/t | 100 [trials] |