A Recurrent Network Mechanism of Time Integration in Perceptual Decisions

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Figure 6.
Figure 6.

Decision time and local dynamics in the vicinity of a saddle point. Zero coherence level from A to C. A, Longer reaction time for smaller stimulus strength μ0. Error bars indicate SD. B, Typical time courses: ramping is faster for larger stimulus strength, μ0. C, Time constants of saddle-like unstable steady state with different μ0. For μ0 > 17 Hz, τstable is larger than τunstable, whereas the opposite is true for μ0 < 17 Hz. D, Time constants of the unstable saddle as function of coherence level c′ (μ0 fixed at 30 Hz). The unstable time constant is essentially constant up to c′ ∼ 70%. The sudden increase in τunstable happens just before the bifurcation point at which the saddle coalesces with the less favored attractor and disappears (see Fig. 5).

  1. vol. 26 no. 4 1314-1328
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